Midterm_Project_T6

Data Brew: Brewing Success with Starbucks Customer Insights

The data is contained in three files:

portfolio.csv - data about offers sent to customers (10 offers x 6 columns)

profile.csv - demographic data of customers (17,000 customers x 5 columns)

transcript.csv - customer response to offers and transactions made (306,648 events x 4 columns)

# Importing and reading the Datasets 
df_cust_offer<-read.csv("data/transcript.csv")
# df_cust_offer <- df_cust_offer[, -1]
head(df_cust_offer)

##   X                           person          event
## 1 0 78afa995795e4d85b5d9ceeca43f5fef offer received
## 2 1 a03223e636434f42ac4c3df47e8bac43 offer received
## 3 2 e2127556f4f64592b11af22de27a7932 offer received
## 4 3 8ec6ce2a7e7949b1bf142def7d0e0586 offer received
## 5 4 68617ca6246f4fbc85e91a2a49552598 offer received
## 6 5 389bc3fa690240e798340f5a15918d5c offer received
##                                              value time
## 1 {'offer id': '9b98b8c7a33c4b65b9aebfe6a799e6d9'}    0
## 2 {'offer id': '0b1e1539f2cc45b7b9fa7c272da2e1d7'}    0
## 3 {'offer id': '2906b810c7d4411798c6938adc9daaa5'}    0
## 4 {'offer id': 'fafdcd668e3743c1bb461111dcafc2a4'}    0
## 5 {'offer id': '4d5c57ea9a6940dd891ad53e9dbe8da0'}    0
## 6 {'offer id': 'f19421c1d4aa40978ebb69ca19b0e20d'}    0

print("The structure of Transcript:")

## [1] "The structure of Transcript:"

str(df_cust_offer)

## 'data.frame':    306534 obs. of  5 variables:
##  $ X     : int  0 1 2 3 4 5 6 7 8 9 ...
##  $ person: chr  "78afa995795e4d85b5d9ceeca43f5fef" "a03223e636434f42ac4c3df47e8bac43" "e2127556f4f64592b11af22de27a7932" "8ec6ce2a7e7949b1bf142def7d0e0586" ...
##  $ event : chr  "offer received" "offer received" "offer received" "offer received" ...
##  $ value : chr  "{'offer id': '9b98b8c7a33c4b65b9aebfe6a799e6d9'}" "{'offer id': '0b1e1539f2cc45b7b9fa7c272da2e1d7'}" "{'offer id': '2906b810c7d4411798c6938adc9daaa5'}" "{'offer id': 'fafdcd668e3743c1bb461111dcafc2a4'}" ...
##  $ time  : int  0 0 0 0 0 0 0 0 0 0 ...

df_offers<-read.csv("data/portfolio.csv")
df_offers<- df_offers[, -1]
head(df_offers)

##   reward                             channels difficulty duration    offer_type
## 1     10        ['email', 'mobile', 'social']         10        7          bogo
## 2     10 ['web', 'email', 'mobile', 'social']         10        5          bogo
## 3      0           ['web', 'email', 'mobile']          0        4 informational
## 4      5           ['web', 'email', 'mobile']          5        7          bogo
## 5      5                     ['web', 'email']         20       10      discount
## 6      3 ['web', 'email', 'mobile', 'social']          7        7      discount
##                                 id
## 1 ae264e3637204a6fb9bb56bc8210ddfd
## 2 4d5c57ea9a6940dd891ad53e9dbe8da0
## 3 3f207df678b143eea3cee63160fa8bed
## 4 9b98b8c7a33c4b65b9aebfe6a799e6d9
## 5 0b1e1539f2cc45b7b9fa7c272da2e1d7
## 6 2298d6c36e964ae4a3e7e9706d1fb8c2

print("The structure of Portfolio:")

## [1] "The structure of Portfolio:"

str(df_offers)

## 'data.frame':    10 obs. of  6 variables:
##  $ reward    : int  10 10 0 5 5 3 2 0 5 2
##  $ channels  : chr  "['email', 'mobile', 'social']" "['web', 'email', 'mobile', 'social']" "['web', 'email', 'mobile']" "['web', 'email', 'mobile']" ...
##  $ difficulty: int  10 10 0 5 20 7 10 0 5 10
##  $ duration  : int  7 5 4 7 10 7 10 3 5 7
##  $ offer_type: chr  "bogo" "bogo" "informational" "bogo" ...
##  $ id        : chr  "ae264e3637204a6fb9bb56bc8210ddfd" "4d5c57ea9a6940dd891ad53e9dbe8da0" "3f207df678b143eea3cee63160fa8bed" "9b98b8c7a33c4b65b9aebfe6a799e6d9" ...

df_cust<-read.csv("data/profile.csv")
df_cust<- df_cust[, -1]
head(df_cust)

##   gender age                               id became_member_on income
## 1        118 68be06ca386d4c31939f3a4f0e3dd783         20170212     NA
## 2      F  55 0610b486422d4921ae7d2bf64640c50b         20170715 112000
## 3        118 38fe809add3b4fcf9315a9694bb96ff5         20180712     NA
## 4      F  75 78afa995795e4d85b5d9ceeca43f5fef         20170509 100000
## 5        118 a03223e636434f42ac4c3df47e8bac43         20170804     NA
## 6      M  68 e2127556f4f64592b11af22de27a7932         20180426  70000

print("The structure of Profile:")

## [1] "The structure of Profile:"

str(df_cust)

## 'data.frame':    17000 obs. of  5 variables:
##  $ gender          : chr  "" "F" "" "F" ...
##  $ age             : int  118 55 118 75 118 68 118 118 65 118 ...
##  $ id              : chr  "68be06ca386d4c31939f3a4f0e3dd783" "0610b486422d4921ae7d2bf64640c50b" "38fe809add3b4fcf9315a9694bb96ff5" "78afa995795e4d85b5d9ceeca43f5fef" ...
##  $ became_member_on: int  20170212 20170715 20180712 20170509 20170804 20180426 20170925 20171002 20180209 20161122 ...
##  $ income          : num  NA 112000 NA 100000 NA 70000 NA NA 53000 NA ...

#Checking for the Missing values in each column of the dataframes
cust_offer_missing_values <- colSums(is.na(df_cust_offer))
print("Missing values in transcript:")

## [1] "Missing values in transcript:"

print(cust_offer_missing_values)

##      X person  event  value   time 
##      0      0      0      0      0

offers_missing_values <- colSums(is.na(df_offers))
print("Missing values in portfolio:")

## [1] "Missing values in portfolio:"

print(offers_missing_values)

##     reward   channels difficulty   duration offer_type         id 
##          0          0          0          0          0          0

df_cust$gender[df_cust$gender == ""] <- NA #Filling empty spaces with NA values
cust_missing_values <- colSums(is.na(df_cust))
print("Missing values in profile:")

## [1] "Missing values in profile:"

print(cust_missing_values)

##           gender              age               id became_member_on 
##             2175                0                0                0 
##           income 
##             2175

missing_gender <- df_cust[is.na(df_cust$gender), ]
missing_income <- df_cust[is.na(df_cust$income), ]
sum(missing_gender$id == missing_income$id)

## [1] 2175

#Checking count of missing values if they are from the same observations
missing_gender_and_income <- sum(is.na(df_cust$gender) & is.na(df_cust$income))
print("Count of missing values in both gender and income:")

## [1] "Count of missing values in both gender and income:"

print(missing_gender_and_income)

## [1] 2175

# Identify 'id' values to remove
id_to_remove <- missing_income$id

# Create a new dataframe without the rows where 'id' is in 'id_to_remove'
df_customer_no_na <- df_cust[!df_cust$id %in% id_to_remove, ]

# Reset the row indices
rownames(df_customer_no_na) <- NULL

# Display information about the resulting dataframe
str(df_customer_no_na)

## 'data.frame':    14825 obs. of  5 variables:
##  $ gender          : chr  "F" "F" "M" "M" ...
##  $ age             : int  55 75 68 65 58 61 26 62 49 57 ...
##  $ id              : chr  "0610b486422d4921ae7d2bf64640c50b" "78afa995795e4d85b5d9ceeca43f5fef" "e2127556f4f64592b11af22de27a7932" "389bc3fa690240e798340f5a15918d5c" ...
##  $ became_member_on: int  20170715 20170509 20180426 20180209 20171111 20170911 20140213 20160211 20141113 20171231 ...
##  $ income          : num  112000 100000 70000 53000 51000 57000 46000 71000 52000 42000 ...

#There are no NA values in df_customer_no_na
sum(is.na(df_customer_no_na))

## [1] 0

missing_gender_and_income_together <- df_cust[is.na(df_cust$gender) & is.na(df_cust$income), ]
head(missing_gender_and_income_together)

##    gender age                               id became_member_on income
## 1    <NA> 118 68be06ca386d4c31939f3a4f0e3dd783         20170212     NA
## 3    <NA> 118 38fe809add3b4fcf9315a9694bb96ff5         20180712     NA
## 5    <NA> 118 a03223e636434f42ac4c3df47e8bac43         20170804     NA
## 7    <NA> 118 8ec6ce2a7e7949b1bf142def7d0e0586         20170925     NA
## 8    <NA> 118 68617ca6246f4fbc85e91a2a49552598         20171002     NA
## 10   <NA> 118 8974fc5686fe429db53ddde067b88302         20161122     NA

#Checking the columns with numerical data 
cust_numcols <- names(df_customer_no_na)[sapply(df_customer_no_na, is.numeric)]
head(cust_numcols)

## [1] "age"              "became_member_on" "income"

#Converting became_member_on to datetime format
df_customer_no_na$became_member_on <- as.Date(as.character(df_customer_no_na$became_member_on), format = "%Y%m%d")
head(df_customer_no_na)

##   gender age                               id became_member_on income
## 1      F  55 0610b486422d4921ae7d2bf64640c50b       2017-07-15 112000
## 2      F  75 78afa995795e4d85b5d9ceeca43f5fef       2017-05-09 100000
## 3      M  68 e2127556f4f64592b11af22de27a7932       2018-04-26  70000
## 4      M  65 389bc3fa690240e798340f5a15918d5c       2018-02-09  53000
## 5      M  58 2eeac8d8feae4a8cad5a6af0499a211d       2017-11-11  51000
## 6      F  61 aa4862eba776480b8bb9c68455b8c2e1       2017-09-11  57000

# Save checkpoint after data cleaning
customers <- data.frame(df_customer_no_na)

#Drop the unnecessary first Column in transcript
# df_cust_offer <- df_cust_offer[, -1]
head(df_cust_offer)

##   X                           person          event
## 1 0 78afa995795e4d85b5d9ceeca43f5fef offer received
## 2 1 a03223e636434f42ac4c3df47e8bac43 offer received
## 3 2 e2127556f4f64592b11af22de27a7932 offer received
## 4 3 8ec6ce2a7e7949b1bf142def7d0e0586 offer received
## 5 4 68617ca6246f4fbc85e91a2a49552598 offer received
## 6 5 389bc3fa690240e798340f5a15918d5c offer received
##                                              value time
## 1 {'offer id': '9b98b8c7a33c4b65b9aebfe6a799e6d9'}    0
## 2 {'offer id': '0b1e1539f2cc45b7b9fa7c272da2e1d7'}    0
## 3 {'offer id': '2906b810c7d4411798c6938adc9daaa5'}    0
## 4 {'offer id': 'fafdcd668e3743c1bb461111dcafc2a4'}    0
## 5 {'offer id': '4d5c57ea9a6940dd891ad53e9dbe8da0'}    0
## 6 {'offer id': 'f19421c1d4aa40978ebb69ca19b0e20d'}    0

#check transcript data frame data types
df_cust_offer_dtypes <- sapply(df_cust_offer, class)
print(df_cust_offer_dtypes)

##           X      person       event       value        time 
##   "integer" "character" "character" "character"   "integer"

library(dplyr)

## Warning: package 'dplyr' was built under R version 4.2.3

## 
## Attaching package: 'dplyr'

## The following objects are masked from 'package:stats':
## 
##     filter, lag

## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

# Convert time in hours to number of days
df_cust_offer <- df_cust_offer %>% 
  mutate(
    days_elapsed = time / 24,  # Add a new column for days
    hours_elapsed = time      # Rename time to hours_elapsed
  ) %>% 
  select(-time)  # Remove the original time column if needed

#Rename columns 
colnames(df_cust_offer)[colnames(df_cust_offer) == "person"] <- "customer_id"
tail(df_cust_offer)

##             X                      customer_id       event
## 306529 306528 5ca2620962114246ab218fc648eb3934 transaction
## 306530 306529 b3a1272bc9904337b331bf348c3e8c17 transaction
## 306531 306530 68213b08d99a4ae1b0dcb72aebd9aa35 transaction
## 306532 306531 a00058cf10334a308c68e7631c529907 transaction
## 306533 306532 76ddbd6576844afe811f1a3c0fbb5bec transaction
## 306534 306533 c02b10e8752c4d8e9b73f918558531f7 transaction
##                                 value days_elapsed hours_elapsed
## 306529                {'amount': 2.2}        29.75           714
## 306530 {'amount': 1.5899999999999999}        29.75           714
## 306531               {'amount': 9.53}        29.75           714
## 306532               {'amount': 3.61}        29.75           714
## 306533 {'amount': 3.5300000000000002}        29.75           714
## 306534               {'amount': 4.05}        29.75           714

Data Transformation:

Transform df_offers

Add an alias to each offer for easier recognition and referencing.

# Load required library
library(dplyr)
# Sort df_offer by offer_type and difficulty
df_offers <- df_offers %>%
  arrange(offer_type, difficulty) %>%
  mutate(index = row_number()) %>%
  select(-index)

# Add the offer_alias column
df_offers$offer_alias <- LETTERS[1:nrow(df_offers)]
head(df_offers)

##   reward                             channels difficulty duration offer_type
## 1      5           ['web', 'email', 'mobile']          5        7       bogo
## 2      5 ['web', 'email', 'mobile', 'social']          5        5       bogo
## 3     10        ['email', 'mobile', 'social']         10        7       bogo
## 4     10 ['web', 'email', 'mobile', 'social']         10        5       bogo
## 5      3 ['web', 'email', 'mobile', 'social']          7        7   discount
## 6      2 ['web', 'email', 'mobile', 'social']         10       10   discount
##                                 id offer_alias
## 1 9b98b8c7a33c4b65b9aebfe6a799e6d9           A
## 2 f19421c1d4aa40978ebb69ca19b0e20d           B
## 3 ae264e3637204a6fb9bb56bc8210ddfd           C
## 4 4d5c57ea9a6940dd891ad53e9dbe8da0           D
## 5 2298d6c36e964ae4a3e7e9706d1fb8c2           E
## 6 fafdcd668e3743c1bb461111dcafc2a4           F

Transform df_cust_offer

# Extract the 'customer_id' and 'event' columns
df_cust_offer_subset <- df_cust_offer[, c("customer_id", "event","days_elapsed","hours_elapsed")]
 
# Split the 'value' column into 'value_key' and 'value_data'
df_cust_offer_subset$value_key <- sapply(strsplit(df_cust_offer$value, "[:,]") , "[[", 1)
df_cust_offer_subset$value_data <- sapply(strsplit(df_cust_offer$value, "[:,]") , "[[", 2)
 
# Remove any leading/trailing white spaces
df_cust_offer_subset$value_key <- trimws(df_cust_offer_subset$value_key)
df_cust_offer_subset$value_data <- trimws(df_cust_offer_subset$value_data)
 
# Remove unwanted characters, including brackets and spaces, from 'value_key' and 'value_data'
df_cust_offer_subset$value_key <- gsub("[{}',\";]", "", df_cust_offer_subset$value_key)
df_cust_offer_subset$value_data <- gsub("[{}',\";]", "", df_cust_offer_subset$value_data)
# Display the resulting data frame
head(df_cust_offer_subset)

##                        customer_id          event days_elapsed hours_elapsed
## 1 78afa995795e4d85b5d9ceeca43f5fef offer received            0             0
## 2 a03223e636434f42ac4c3df47e8bac43 offer received            0             0
## 3 e2127556f4f64592b11af22de27a7932 offer received            0             0
## 4 8ec6ce2a7e7949b1bf142def7d0e0586 offer received            0             0
## 5 68617ca6246f4fbc85e91a2a49552598 offer received            0             0
## 6 389bc3fa690240e798340f5a15918d5c offer received            0             0
##   value_key                       value_data
## 1  offer id 9b98b8c7a33c4b65b9aebfe6a799e6d9
## 2  offer id 0b1e1539f2cc45b7b9fa7c272da2e1d7
## 3  offer id 2906b810c7d4411798c6938adc9daaa5
## 4  offer id fafdcd668e3743c1bb461111dcafc2a4
## 5  offer id 4d5c57ea9a6940dd891ad53e9dbe8da0
## 6  offer id f19421c1d4aa40978ebb69ca19b0e20d

df_cust_offer<- df_cust_offer_subset
head(df_cust_offer)

##                        customer_id          event days_elapsed hours_elapsed
## 1 78afa995795e4d85b5d9ceeca43f5fef offer received            0             0
## 2 a03223e636434f42ac4c3df47e8bac43 offer received            0             0
## 3 e2127556f4f64592b11af22de27a7932 offer received            0             0
## 4 8ec6ce2a7e7949b1bf142def7d0e0586 offer received            0             0
## 5 68617ca6246f4fbc85e91a2a49552598 offer received            0             0
## 6 389bc3fa690240e798340f5a15918d5c offer received            0             0
##   value_key                       value_data
## 1  offer id 9b98b8c7a33c4b65b9aebfe6a799e6d9
## 2  offer id 0b1e1539f2cc45b7b9fa7c272da2e1d7
## 3  offer id 2906b810c7d4411798c6938adc9daaa5
## 4  offer id fafdcd668e3743c1bb461111dcafc2a4
## 5  offer id 4d5c57ea9a6940dd891ad53e9dbe8da0
## 6  offer id f19421c1d4aa40978ebb69ca19b0e20d

Dividing customers into age groups:

# Define the age bins and labels
age_bins <- c(customers$age %>% min(), 26, 36, 46, 56, 66, 76, 86, customers$age %>% max())
age_labels <- c('18-25ys', '26-35ys', '36-45ys', '46-55ys', '56-65ys', '66-75ys', '76-85ys', '> 86ys')

# Create the age_group column
customers$age_group <- cut(customers$age, breaks = age_bins, labels = age_labels, include.lowest = TRUE)

MERGING ALL THE CSV FILES FOR BETTER RESULTS

Merging the datasets based on common columns like customer_id,id and value_data

# df_offers and df_cust_offers
merged_df <- merge(df_cust_offer, customers, by.x = "customer_id", by.y = "id")
head(merged_df)

##                        customer_id          event days_elapsed hours_elapsed
## 1 0009655768c64bdeb2e877511632db8f offer received        14.00           336
## 2 0009655768c64bdeb2e877511632db8f    transaction        17.25           414
## 3 0009655768c64bdeb2e877511632db8f    transaction        28.75           690
## 4 0009655768c64bdeb2e877511632db8f    transaction        27.50           660
## 5 0009655768c64bdeb2e877511632db8f offer received        17.00           408
## 6 0009655768c64bdeb2e877511632db8f    transaction        23.00           552
##   value_key                       value_data gender age became_member_on income
## 1  offer id 3f207df678b143eea3cee63160fa8bed      M  33       2017-04-21  72000
## 2    amount                             8.57      M  33       2017-04-21  72000
## 3    amount                            28.16      M  33       2017-04-21  72000
## 4    amount                            12.36      M  33       2017-04-21  72000
## 5  offer id f19421c1d4aa40978ebb69ca19b0e20d      M  33       2017-04-21  72000
## 6    amount                            13.56      M  33       2017-04-21  72000
##   age_group
## 1   26-35ys
## 2   26-35ys
## 3   26-35ys
## 4   26-35ys
## 5   26-35ys
## 6   26-35ys

#customers and merged_df
final <- merge(merged_df,df_offers , by.x = "value_data", by.y = "id")
final

##                            value_data                      customer_id
## 1    0b1e1539f2cc45b7b9fa7c272da2e1d7 9b4db663f6f74fcca53c50b9bbbdc115
## 2    0b1e1539f2cc45b7b9fa7c272da2e1d7 84a64f55640543db95c7f53a460fcb39
## 3    0b1e1539f2cc45b7b9fa7c272da2e1d7 2584539e0cdc4fb2b3e5f96a4926be39
## 4    0b1e1539f2cc45b7b9fa7c272da2e1d7 8f74115993464fdb90658daeef20a4d6
## 5    0b1e1539f2cc45b7b9fa7c272da2e1d7 48f2a019ef4940b1863ca3d5967f2944
## 6    0b1e1539f2cc45b7b9fa7c272da2e1d7 422466659dc94890a4e044633de07d39
## 7    0b1e1539f2cc45b7b9fa7c272da2e1d7 2cb4d7a40765483cb808ce28107a3775
## 8    0b1e1539f2cc45b7b9fa7c272da2e1d7 edb1301a79144e64ac659b2e7b6628c9
## 9    0b1e1539f2cc45b7b9fa7c272da2e1d7 c706c573a9114bd48e87cdae246b1afb
## 10   0b1e1539f2cc45b7b9fa7c272da2e1d7 37818e0cd6f445d09cb815cd50bc1b65
## 11   0b1e1539f2cc45b7b9fa7c272da2e1d7 f9269e4540b84e6da9ff8c351ec3d463
## 12   0b1e1539f2cc45b7b9fa7c272da2e1d7 41354aa288d14c75b25b41f5781a0a90
## 13   0b1e1539f2cc45b7b9fa7c272da2e1d7 c706c573a9114bd48e87cdae246b1afb
## 14   0b1e1539f2cc45b7b9fa7c272da2e1d7 32fbf97e89274e8a935903f2ad095e1f
## 15   0b1e1539f2cc45b7b9fa7c272da2e1d7 d77359e5490b4bb0b88e2e150e99dd87
## 16   0b1e1539f2cc45b7b9fa7c272da2e1d7 9b4db663f6f74fcca53c50b9bbbdc115
## 17   0b1e1539f2cc45b7b9fa7c272da2e1d7 2e836907db404018824dcff77519a867
## 18   0b1e1539f2cc45b7b9fa7c272da2e1d7 01162252405b4524a8fa1bf8e6d5f04b
## 19   0b1e1539f2cc45b7b9fa7c272da2e1d7 2584539e0cdc4fb2b3e5f96a4926be39
## 20   0b1e1539f2cc45b7b9fa7c272da2e1d7 8a87fda1a6644337b4394a4c3cd0946c
## 21   0b1e1539f2cc45b7b9fa7c272da2e1d7 489b497d9b0c44a3b6292525e71cec57
## 22   0b1e1539f2cc45b7b9fa7c272da2e1d7 76bd8ff0850b46c3bb5b309fb44c4b81
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## 5869 0b1e1539f2cc45b7b9fa7c272da2e1d7 094630a89b2e45129af4384494385492
## 5870 0b1e1539f2cc45b7b9fa7c272da2e1d7 52b5fdc10569443ea1cf3393baa732a4
## 5871 0b1e1539f2cc45b7b9fa7c272da2e1d7 1e5c891935874502ab33b318a047cd09
## 5872 0b1e1539f2cc45b7b9fa7c272da2e1d7 d42b3ac8b2b8478da12ac86e708d784a
## 5873 0b1e1539f2cc45b7b9fa7c272da2e1d7 3b3f484e876f475eae9d6879cf4c15f1
## 5874 0b1e1539f2cc45b7b9fa7c272da2e1d7 a94178cd671648eeb9dc60dc8a972dff
## 5875 0b1e1539f2cc45b7b9fa7c272da2e1d7 732a4252e2e94f4f9b77e4aac5748cf9
## 5876 0b1e1539f2cc45b7b9fa7c272da2e1d7 463c1a5a56ab49249ebc2963f82e6271
## 5877 0b1e1539f2cc45b7b9fa7c272da2e1d7 35ad0c309d7743e6bb03025ee6008100
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## 5879 0b1e1539f2cc45b7b9fa7c272da2e1d7 1f5a8953d3db4e02b8e7ea4705f6aefb
## 5880 0b1e1539f2cc45b7b9fa7c272da2e1d7 336120016f7a436fae04b6859f991d38
## 5881 0b1e1539f2cc45b7b9fa7c272da2e1d7 3915674b75774fd8a5dccf50bc871d60
## 5882 0b1e1539f2cc45b7b9fa7c272da2e1d7 793913a9f33c4ae596cfa55ef3bfd901
##                event days_elapsed hours_elapsed value_key gender age
## 1     offer received        24.00           576  offer id      F  75
## 2     offer received         7.00           168  offer id      F  76
## 3     offer received        17.00           408  offer id      M  19
## 4       offer viewed        20.50           492  offer id      F  71
## 5    offer completed        17.25           414  offer_id      F  57
## 6     offer received        17.00           408  offer id      M  48
## 7    offer completed         9.50           228  offer_id      M  65
## 8     offer received        14.00           336  offer id      F  62
## 9       offer viewed        24.50           588  offer id      F  64
## 10   offer completed        25.25           606  offer_id      F  67
## 11    offer received        24.00           576  offer id      F  43
## 12      offer viewed         0.50            12  offer id      M  45
## 13   offer completed        11.75           282  offer_id      F  64
## 14   offer completed        11.25           270  offer_id      M  73
## 15    offer received        17.00           408  offer id      F  45
## 16      offer viewed        27.00           648  offer id      F  75
## 17    offer received        21.00           504  offer id      M  56
## 18    offer received         7.00           168  offer id      F  68
## 19    offer received        21.00           504  offer id      M  19
## 20   offer completed        14.75           354  offer_id      M  29
## 21    offer received        17.00           408  offer id      M  49
## 22    offer received        21.00           504  offer id      F  87
## 23      offer viewed        25.25           606  offer id      M  19
## 24    offer received         7.00           168  offer id      M  59
## 25    offer received         0.00             0  offer id      M  63
## 26    offer received        14.00           336  offer id      F  45
## 27    offer received         7.00           168  offer id      F  52
## 28   offer completed        24.00           576  offer_id      M  51
## 29    offer received        21.00           504  offer id      F  67
## 30    offer received        24.00           576  offer id      F  29
## 31    offer received        17.00           408  offer id      M  43
## 32   offer completed        11.25           270  offer_id      F  80
## 33    offer received         0.00             0  offer id      F  82
## 34    offer received         0.00             0  offer id      F  61
## 35    offer received        17.00           408  offer id      M  58
## 36      offer viewed        27.75           666  offer id      F  66
## 37    offer received        17.00           408  offer id      M  27
## 38   offer completed        26.75           642  offer_id      F  55
## 39   offer completed        24.75           594  offer_id      F  46
## 40    offer received        21.00           504  offer id      M  58
## 41    offer received        14.00           336  offer id      M  76
## 42    offer received        17.00           408  offer id      M  61
## 43    offer received         7.00           168  offer id      M  50
## 44    offer received        14.00           336  offer id      F  63
## 45   offer completed         5.00           120  offer_id      F  90
## 46      offer viewed        10.00           240  offer id      M  22
## 47    offer received         0.00             0  offer id      F  62
## 48      offer viewed         3.00            72  offer id      F  74
## 49      offer viewed        18.25           438  offer id      F  67
## 50   offer completed        23.00           552  offer_id      M  51
## 51    offer received         7.00           168  offer id      M  70
## 52      offer viewed        20.75           498  offer id      F  46
## 53    offer received        24.00           576  offer id      F  87
## 54   offer completed         9.75           234  offer_id      M  59
## 55   offer completed         3.00            72  offer_id      F  74
## 56   offer completed        21.25           510  offer_id      F  65
## 57    offer received         0.00             0  offer id      M  45
## 58      offer viewed        23.00           552  offer id      F  74
## 59    offer received        17.00           408  offer id      M  59
## 60    offer received        14.00           336  offer id      M  22
## 61    offer received        14.00           336  offer id      M  55
## 62    offer received        21.00           504  offer id      F  71
## 63    offer received        17.00           408  offer id      M  44
## 64    offer received        21.00           504  offer id      M  66
## 65   offer completed        17.00           408  offer_id      F  71
## 66    offer received        21.00           504  offer id      M  54
## 67   offer completed        28.25           678  offer_id      M  62
## 68    offer received         0.00             0  offer id      M  38
## 69   offer completed         6.75           162  offer_id      M  63
## 70    offer received        17.00           408  offer id      M  50
## 71    offer received        21.00           504  offer id      M  93
## 72   offer completed        23.25           558  offer_id      M  73
## 73   offer completed         8.50           204  offer_id      F  57
## 74    offer received         0.00             0  offer id      M  62
## 75      offer viewed        25.50           612  offer id      F  67
## 76    offer received         0.00             0  offer id      F  90
## 77    offer received        24.00           576  offer id      M  60
## 78    offer received        24.00           576  offer id      F  73
## 79    offer received        14.00           336  offer id      F  83
## 80    offer received        21.00           504  offer id      F  53
## 81    offer received        21.00           504  offer id      F  59
## 82    offer received         0.00             0  offer id      M  25
## 83    offer received        21.00           504  offer id      F  48
## 84    offer received         0.00             0  offer id      M  68
## 85    offer received        24.00           576  offer id      F  53
## 86    offer received        24.00           576  offer id      F  21
## 87   offer completed        24.25           582  offer_id      M  42
## 88      offer viewed        15.00           360  offer id      M  32
## 89   offer completed         6.25           150  offer_id      F  37
## 90    offer received        17.00           408  offer id      F  22
## 91    offer received         7.00           168  offer id      M  28
## 92    offer received        21.00           504  offer id      F  64
## 93    offer received        21.00           504  offer id      M  58
## 94      offer viewed        24.00           576  offer id      M  51
## 95    offer received         0.00             0  offer id      M  40
## 96    offer received        14.00           336  offer id      F  22
## 97   offer completed        28.25           678  offer_id      F  43
## 98      offer viewed         7.25           174  offer id      F  49
## 99    offer received         7.00           168  offer id      F  54
## 100  offer completed        25.50           612  offer_id      F  67
## 101   offer received        17.00           408  offer id      M  71
## 102   offer received        14.00           336  offer id      F  84
## 103   offer received        14.00           336  offer id      M  58
## 104   offer received        17.00           408  offer id      M  25
## 105   offer received        17.00           408  offer id      M  45
## 106  offer completed        24.00           576  offer_id      M  75
## 107  offer completed        22.00           528  offer_id      M  50
## 108  offer completed        24.75           594  offer_id      M  73
## 109   offer received        17.00           408  offer id      M  62
## 110   offer received         0.00             0  offer id      F 100
## 111  offer completed        26.75           642  offer_id      M  30
## 112   offer received        24.00           576  offer id      F  55
## 113  offer completed        24.00           576  offer_id      M  52
## 114   offer received        24.00           576  offer id      M  52
## 115   offer received         7.00           168  offer id      F  73
## 116  offer completed        24.00           576  offer_id      F  57
## 117   offer received        17.00           408  offer id      F  67
## 118     offer viewed        25.50           612  offer id      F  57
## 119  offer completed         7.75           186  offer_id      F  61
## 120  offer completed        19.75           474  offer_id      F  26
## 121   offer received        14.00           336  offer id      M  41
## 122     offer viewed        24.25           582  offer id      F  45
## 123  offer completed        23.00           552  offer_id      M  19
## 124   offer received        21.00           504  offer id      M  61
## 125   offer received        24.00           576  offer id      M  32
## 126     offer viewed        15.00           360  offer id      M  76
## 127     offer viewed        22.25           534  offer id      M  38
## 128   offer received        24.00           576  offer id      M  71
## 129  offer completed        17.75           426  offer_id      O  60
## 130   offer received        17.00           408  offer id      M  23
## 131   offer received        24.00           576  offer id      F  87
## 132   offer received        14.00           336  offer id      F  49
## 133   offer received         0.00             0  offer id      M  50
## 134   offer received         0.00             0  offer id      M  80
## 135     offer viewed        14.00           336  offer id      M  66
## 136  offer completed         9.50           228  offer_id      M  50
## 137   offer received        17.00           408  offer id      M  46
## 138     offer viewed         8.00           192  offer id      M  60
## 139  offer completed        26.50           636  offer_id      F  57
## 140     offer viewed        21.50           516  offer id      F  48
## 141     offer viewed        27.00           648  offer id      F  81
## 142   offer received        24.00           576  offer id      F  57
## 143   offer received        14.00           336  offer id      M  66
## 144     offer viewed        14.50           348  offer id      M  44
## 145  offer completed        11.75           282  offer_id      M  54
## 146  offer completed        23.25           558  offer_id      M  53
## 147   offer received         7.00           168  offer id      F  43
## 148   offer received         0.00             0  offer id      M  41
## 149   offer received         0.00             0  offer id      F  24
## 150  offer completed        15.50           372  offer_id      M  22
## 151   offer received         0.00             0  offer id      F  52
## 152   offer received        17.00           408  offer id      M  72
## 153   offer received        24.00           576  offer id      O  61
## 154  offer completed        19.25           462  offer_id      M  58
## 155     offer viewed        24.75           594  offer id      F  43
## 156   offer received         7.00           168  offer id      F  57
## 157     offer viewed        19.75           474  offer id      F  49
## 158     offer viewed         7.00           168  offer id      F  64
## 159   offer received         0.00             0  offer id      F  54
## 160     offer viewed        17.00           408  offer id      M  52
## 161   offer received        24.00           576  offer id      M  66
## 162   offer received        17.00           408  offer id      F  80
## 163   offer received        17.00           408  offer id      F  49
## 164     offer viewed        12.00           288  offer id      O  52
## 165   offer received         0.00             0  offer id      M  24
## 166  offer completed        25.00           600  offer_id      F  33
## 167   offer received         0.00             0  offer id      M  70
## 168     offer viewed        26.25           630  offer id      F  37
## 169   offer received        24.00           576  offer id      M  64
## 170  offer completed        26.50           636  offer_id      M  67
## 171   offer received         7.00           168  offer id      M  31
## 172   offer received         7.00           168  offer id      M  48
## 173   offer received        14.00           336  offer id      M  40
## 174  offer completed        24.00           576  offer_id      F  22
## 175   offer received        24.00           576  offer id      M  52
## 176   offer received        24.00           576  offer id      M  62
## 177     offer viewed         1.00            24  offer id      F  82
## 178   offer received        17.00           408  offer id      F  59
## 179     offer viewed         4.00            96  offer id      M  43
## 180  offer completed        22.75           546  offer_id      F  38
## 181  offer completed        21.25           510  offer_id      F  55
## 182  offer completed        25.50           612  offer_id      M  38
## 183   offer received         0.00             0  offer id      M  56
## 184  offer completed        27.25           654  offer_id      F  87
## 185   offer received        21.00           504  offer id      F  88
## 186  offer completed        17.50           420  offer_id      M  53
## 187   offer received        14.00           336  offer id      M  64
## 188  offer completed        25.75           618  offer_id      F  53
## 189     offer viewed        25.25           606  offer id      F  86
## 190  offer completed        18.00           432  offer_id      F  85
## 191     offer viewed         7.25           174  offer id      M  41
## 192   offer received        24.00           576  offer id      M  34
## 193   offer received         7.00           168  offer id      M  54
## 194     offer viewed         1.25            30  offer id      F  56
## 195  offer completed        26.25           630  offer_id      M  77
## 196  offer completed        27.25           654  offer_id      M  72
## 197   offer received        21.00           504  offer id      M  57
## 198   offer received        21.00           504  offer id      M  93
## 199  offer completed        29.75           714  offer_id      F  52
## 200   offer received        24.00           576  offer id      F  56
## 201     offer viewed        18.00           432  offer id      F  61
## 202     offer viewed        13.25           318  offer id      M  57
## 203   offer received         0.00             0  offer id      F  63
## 204   offer received        21.00           504  offer id      M  66
## 205  offer completed        22.25           534  offer_id      F  84
## 206   offer received        14.00           336  offer id      M  81
## 207     offer viewed         5.25           126  offer id      M  85
## 208   offer received         7.00           168  offer id      M  51
## 209   offer received         0.00             0  offer id      M  79
## 210     offer viewed         6.25           150  offer id      M  63
## 211   offer received        17.00           408  offer id      M  72
## 212  offer completed        20.25           486  offer_id      M  53
## 213   offer received        24.00           576  offer id      M  78
## 214   offer received        14.00           336  offer id      F  62
## 215   offer received        24.00           576  offer id      M  73
## 216   offer received        17.00           408  offer id      F  54
## 217   offer received        14.00           336  offer id      F  56
## 218   offer received        21.00           504  offer id      O  39
## 219   offer received        24.00           576  offer id      M  57
## 220   offer received        17.00           408  offer id      F  54
## 221  offer completed        15.25           366  offer_id      F  50
## 222   offer received        17.00           408  offer id      F  71
## 223   offer received         0.00             0  offer id      M  26
## 224   offer received         0.00             0  offer id      F  67
## 225  offer completed        15.50           372  offer_id      M  69
## 226   offer received        21.00           504  offer id      F  59
## 227  offer completed        17.25           414  offer_id      M  45
## 228  offer completed        11.50           276  offer_id      M  47
## 229   offer received         0.00             0  offer id      F  48
## 230   offer received        14.00           336  offer id      F  74
## 231   offer received        17.00           408  offer id      F  25
## 232     offer viewed         7.75           186  offer id      F  53
## 233   offer received        14.00           336  offer id      M  51
## 234     offer viewed        24.50           588  offer id      F  87
## 235   offer received         0.00             0  offer id      M  69
## 236   offer received        21.00           504  offer id      M  54
## 237   offer received        17.00           408  offer id      M  26
## 238   offer received        14.00           336  offer id      M  77
## 239  offer completed        15.50           372  offer_id      M  69
## 240     offer viewed        17.50           420  offer id      O  50
## 241   offer received         7.00           168  offer id      M  46
## 242     offer viewed         2.00            48  offer id      F  53
## 243   offer received        21.00           504  offer id      M  57
## 244  offer completed         5.75           138  offer_id      F  60
## 245   offer received        21.00           504  offer id      M  54
## 246   offer received        24.00           576  offer id      F  29
## 247  offer completed        24.50           588  offer_id      M  58
## 248   offer received        24.00           576  offer id      F  46
## 249   offer received         7.00           168  offer id      O  51
## 250  offer completed         8.50           204  offer_id      M  53
## 251   offer received         7.00           168  offer id      M  83
## 252  offer completed        18.00           432  offer_id      M  49
## 253     offer viewed        17.50           420  offer id      M  55
## 254   offer received        17.00           408  offer id      F  51
## 255   offer received        21.00           504  offer id      M  58
## 256     offer viewed         9.00           216  offer id      O  58
## 257  offer completed        19.25           462  offer_id      M  53
## 258  offer completed        21.75           522  offer_id      F  66
## 259  offer completed        22.75           546  offer_id      M  78
## 260   offer received         7.00           168  offer id      F  19
## 261  offer completed        22.00           528  offer_id      F  70
## 262   offer received        24.00           576  offer id      F  22
## 263   offer received         0.00             0  offer id      F  50
## 264   offer received        24.00           576  offer id      M  54
## 265  offer completed         3.25            78  offer_id      F 100
## 266   offer received         7.00           168  offer id      M  78
## 267   offer received        21.00           504  offer id      F  84
## 268     offer viewed        24.00           576  offer id      F  37
## 269   offer received        14.00           336  offer id      M  49
## 270   offer received         7.00           168  offer id      M  41
## 271  offer completed        18.75           450  offer_id      M  44
## 272   offer received        24.00           576  offer id      M  33
## 273   offer received        24.00           576  offer id      M  55
## 274   offer received         7.00           168  offer id      F  82
## 275     offer viewed        18.75           450  offer id      F  60
## 276  offer completed        24.50           588  offer_id      M  40
## 277   offer received         7.00           168  offer id      M  66
## 278  offer completed        21.00           504  offer_id      F  69
## 279   offer received         0.00             0  offer id      F  57
## 280  offer completed        25.25           606  offer_id      M  55
## 281     offer viewed         8.50           204  offer id      M  64
## 282  offer completed        25.75           618  offer_id      F  70
## 283   offer received        24.00           576  offer id      F  55
## 284   offer received        24.00           576  offer id      M  71
## 285     offer viewed        18.00           432  offer id      M  63
## 286  offer completed        20.25           486  offer_id      F  26
## 287   offer received         7.00           168  offer id      M  36
## 288   offer received        14.00           336  offer id      M  58
## 289  offer completed        23.25           558  offer_id      M  56
## 290   offer received        21.00           504  offer id      M  67
## 291   offer received        14.00           336  offer id      M  30
## 292     offer viewed        24.00           576  offer id      M  76
## 293   offer received        14.00           336  offer id      M  35
## 294   offer received        24.00           576  offer id      M  53
## 295     offer viewed        17.25           414  offer id      M  61
## 296   offer received        17.00           408  offer id      M  19
## 297   offer received         0.00             0  offer id      F  74
## 298  offer completed        18.75           450  offer_id      M  24
## 299   offer received        17.00           408  offer id      M  77
## 300   offer received        21.00           504  offer id      F  51
## 301   offer received         0.00             0  offer id      M  75
## 302  offer completed        14.50           348  offer_id      F  49
## 303  offer completed        25.75           618  offer_id      M  71
## 304   offer received        14.00           336  offer id      M  50
## 305     offer viewed         4.00            96  offer id      F  55
## 306   offer received        21.00           504  offer id      M  73
## 307     offer viewed        23.00           552  offer id      M  26
## 308   offer received         0.00             0  offer id      M  53
## 309   offer received        14.00           336  offer id      F  56
## 310   offer received        21.00           504  offer id      M  60
## 311  offer completed        18.00           432  offer_id      M  64
## 312  offer completed        11.50           276  offer_id      M  60
## 313   offer received         7.00           168  offer id      F  66
## 314   offer received        14.00           336  offer id      M  45
## 315   offer received        14.00           336  offer id      M  24
## 316   offer received        14.00           336  offer id      M  55
## 317   offer received        24.00           576  offer id      F  66
## 318     offer viewed        21.00           504  offer id      M  54
## 319     offer viewed         3.75            90  offer id      M  70
## 320  offer completed        27.50           660  offer_id      F  49
## 321   offer received        14.00           336  offer id      M  49
## 322  offer completed         4.25           102  offer_id      F  55
## 323   offer received        17.00           408  offer id      F  76
## 324  offer completed        27.50           660  offer_id      F  46
## 325   offer received        21.00           504  offer id      M  59
## 326   offer received        21.00           504  offer id      M  52
## 327     offer viewed        14.50           348  offer id      F  56
## 328     offer viewed        20.75           498  offer id      F  52
## 329   offer received        21.00           504  offer id      F  46
## 330  offer completed        14.75           354  offer_id      F  54
## 331     offer viewed        17.75           426  offer id      M  45
## 332   offer received        17.00           408  offer id      F  73
## 333     offer viewed         0.00             0  offer id      M  55
## 334   offer received        14.00           336  offer id      M  51
## 335     offer viewed        23.00           552  offer id      F  49
## 336   offer received        21.00           504  offer id      F  32
## 337   offer received         7.00           168  offer id      F  45
## 338     offer viewed        27.00           648  offer id      M  48
## 339   offer received        17.00           408  offer id      F  29
## 340   offer received        14.00           336  offer id      F  62
## 341   offer received        17.00           408  offer id      M  83
## 342     offer viewed        24.50           588  offer id      F  57
## 343     offer viewed        24.00           576  offer id      F  70
## 344     offer viewed         1.25            30  offer id      F  60
## 345   offer received        24.00           576  offer id      M  55
## 346   offer received         7.00           168  offer id      M  81
## 347   offer received        17.00           408  offer id      F  52
## 348   offer received        21.00           504  offer id      F  54
## 349  offer completed        25.25           606  offer_id      F  68
## 350  offer completed         8.25           198  offer_id      M  67
## 351   offer received        17.00           408  offer id      M  56
## 352   offer received         0.00             0  offer id      M  62
## 353   offer received        24.00           576  offer id      F  56
## 354  offer completed         8.75           210  offer_id      F  63
## 355   offer received        24.00           576  offer id      M  75
## 356  offer completed         9.75           234  offer_id      M  30
## 357     offer viewed         7.50           180  offer id      M  62
## 358   offer received        14.00           336  offer id      M  57
## 359   offer received        24.00           576  offer id      M  18
## 360     offer viewed        19.50           468  offer id      M  67
## 361  offer completed        10.50           252  offer_id      M  48
## 362   offer received         7.00           168  offer id      F  36
## 363   offer received        14.00           336  offer id      M  61
## 364   offer received         0.00             0  offer id      F  40
## 365   offer received         7.00           168  offer id      M  46
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## 762   offer received        21.00           504  offer id      M  76
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## 764  offer completed        20.00           480  offer_id      F  70
## 765  offer completed         6.00           144  offer_id      M  68
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## 767  offer completed        22.50           540  offer_id      M  79
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## 769  offer completed        25.00           600  offer_id      F  71
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## 773  offer completed        17.75           426  offer_id      F  79
## 774   offer received        24.00           576  offer id      F  55
## 775     offer viewed        24.25           582  offer id      M  85
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## 777   offer received        17.00           408  offer id      M  44
## 778  offer completed        13.75           330  offer_id      F  64
## 779   offer received        14.00           336  offer id      F  50
## 780   offer received        14.00           336  offer id      M  47
## 781  offer completed        27.25           654  offer_id      F  51
## 782  offer completed        18.25           438  offer_id      M  51
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## 785   offer received         0.00             0  offer id      M  29
## 786   offer received         7.00           168  offer id      M  69
## 787   offer received        17.00           408  offer id      F  58
## 788   offer received         7.00           168  offer id      F  93
## 789   offer received         7.00           168  offer id      M  46
## 790     offer viewed        24.50           588  offer id      F  51
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## 793     offer viewed        17.75           426  offer id      M  72
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## 799     offer viewed        26.00           624  offer id      F  48
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## 801     offer viewed         0.25             6  offer id      M  37
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## 805   offer received        24.00           576  offer id      F  57
## 806   offer received        21.00           504  offer id      F  28
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## 808   offer received        21.00           504  offer id      F  79
## 809   offer received        21.00           504  offer id      M  69
## 810     offer viewed        18.25           438  offer id      M  45
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## 812   offer received        24.00           576  offer id      F  78
## 813     offer viewed        25.50           612  offer id      M  70
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## 815   offer received        17.00           408  offer id      F  40
## 816  offer completed        19.25           462  offer_id      F  54
## 817  offer completed        21.50           516  offer_id      M  36
## 818   offer received        24.00           576  offer id      M  66
## 819     offer viewed         0.25             6  offer id      M  76
## 820   offer received        24.00           576  offer id      M  31
## 821   offer received        14.00           336  offer id      M  36
## 822     offer viewed         7.75           186  offer id      F  58
## 823   offer received        17.00           408  offer id      M  65
## 824     offer viewed        25.25           606  offer id      M  71
## 825     offer viewed        18.50           444  offer id      F  56
## 826  offer completed        15.00           360  offer_id      O  34
## 827  offer completed        25.50           612  offer_id      M  76
## 828   offer received         0.00             0  offer id      M  34
## 829   offer received         7.00           168  offer id      F  72
## 830   offer received        24.00           576  offer id      M  48
## 831   offer received        17.00           408  offer id      M  55
## 832   offer received        17.00           408  offer id      F  19
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## 834   offer received        21.00           504  offer id      M  40
## 835  offer completed        17.00           408  offer_id      F  53
## 836     offer viewed         7.25           174  offer id      F  34
## 837   offer received        17.00           408  offer id      F  53
## 838  offer completed        25.25           606  offer_id      M  32
## 839   offer received        14.00           336  offer id      F  51
## 840   offer received        17.00           408  offer id      F  59
## 841   offer received        24.00           576  offer id      M  52
## 842   offer received         7.00           168  offer id      M  59
## 843   offer received        21.00           504  offer id      M  74
## 844   offer received        21.00           504  offer id      M  26
## 845   offer received        14.00           336  offer id      F  50
## 846   offer received        21.00           504  offer id      M  56
## 847  offer completed        26.00           624  offer_id      M  39
## 848   offer received         0.00             0  offer id      M  31
## 849  offer completed        26.50           636  offer_id      M  21
## 850   offer received         7.00           168  offer id      M  57
## 851   offer received        21.00           504  offer id      M  69
## 852   offer received         7.00           168  offer id      F  32
## 853   offer received        24.00           576  offer id      M  56
## 854  offer completed        19.75           474  offer_id      M  69
## 855   offer received        21.00           504  offer id      F  66
## 856  offer completed        22.25           534  offer_id      F  56
## 857   offer received         7.00           168  offer id      M  38
## 858   offer received        21.00           504  offer id      M  35
## 859     offer viewed        17.00           408  offer id      F  63
## 860   offer received        21.00           504  offer id      M  39
## 861   offer received        14.00           336  offer id      M  43
## 862   offer received         7.00           168  offer id      F  42
## 863   offer received        24.00           576  offer id      F  63
## 864   offer received         7.00           168  offer id      M  57
## 865     offer viewed         9.00           216  offer id      F  23
## 866     offer viewed        19.25           462  offer id      M  75
## 867  offer completed        16.75           402  offer_id      M  47
## 868     offer viewed        25.25           606  offer id      M  71
## 869   offer received        17.00           408  offer id      M  25
## 870  offer completed         6.75           162  offer_id      F  77
## 871   offer received        24.00           576  offer id      F  71
## 872  offer completed        14.25           342  offer_id      F  80
## 873     offer viewed        21.50           516  offer id      M  57
## 874   offer received        17.00           408  offer id      F  35
## 875   offer received         7.00           168  offer id      F  47
## 876   offer received        14.00           336  offer id      M  36
## 877     offer viewed         7.75           186  offer id      M  52
## 878   offer received         7.00           168  offer id      M  45
## 879  offer completed        26.75           642  offer_id      M  41
## 880  offer completed        23.75           570  offer_id      F  90
## 881     offer viewed        12.25           294  offer id      M  31
## 882     offer viewed        18.25           438  offer id      F  67
## 883   offer received        14.00           336  offer id      M  70
## 884   offer received        21.00           504  offer id      F  69
## 885     offer viewed         7.00           168  offer id      M  39
## 886     offer viewed        10.50           252  offer id      F  37
## 887     offer viewed        11.75           282  offer id      F  56
## 888   offer received        17.00           408  offer id      M  43
## 889  offer completed        23.50           564  offer_id      M  38
## 890  offer completed        23.00           552  offer_id      M  36
## 891   offer received        14.00           336  offer id      F  44
## 892   offer received         7.00           168  offer id      F  62
## 893     offer viewed        16.75           402  offer id      F  56
## 894   offer received        14.00           336  offer id      F  36
## 895   offer received         7.00           168  offer id      M  63
## 896  offer completed        28.25           678  offer_id      M  56
## 897     offer viewed         0.50            12  offer id      F  45
## 898  offer completed         2.25            54  offer_id      F  53
## 899     offer viewed        18.75           450  offer id      M  46
## 900   offer received        14.00           336  offer id      F  53
## 901  offer completed        25.25           606  offer_id      F  62
## 902  offer completed        16.75           402  offer_id      M  66
## 903   offer received        14.00           336  offer id      M  39
## 904   offer received        17.00           408  offer id      F  47
## 905  offer completed        16.50           396  offer_id      F  57
## 906   offer received         0.00             0  offer id      F  89
## 907   offer received         7.00           168  offer id      M  33
## 908  offer completed        24.75           594  offer_id      F  73
## 909  offer completed        24.00           576  offer_id      F  74
## 910     offer viewed         2.75            66  offer id      M  65
## 911   offer received        17.00           408  offer id      M  51
## 912  offer completed        20.75           498  offer_id      M  62
## 913     offer viewed        14.00           336  offer id      F  61
## 914     offer viewed        22.25           534  offer id      M  22
## 915  offer completed         7.50           180  offer_id      M  28
## 916   offer received        17.00           408  offer id      F  59
## 917     offer viewed         1.50            36  offer id      M  69
## 918   offer received        24.00           576  offer id      M  61
## 919   offer received        17.00           408  offer id      M  65
## 920   offer received        14.00           336  offer id      M  29
## 921   offer received        14.00           336  offer id      M  23
## 922  offer completed        19.25           462  offer_id      M  67
## 923     offer viewed         9.00           216  offer id      M  47
## 924  offer completed        23.25           558  offer_id      F  89
## 925   offer received         0.00             0  offer id      F  74
## 926   offer received         0.00             0  offer id      M  50
## 927   offer received        14.00           336  offer id      M  46
## 928  offer completed        18.00           432  offer_id      F  64
## 929   offer received        21.00           504  offer id      M  76
## 930     offer viewed         4.25           102  offer id      F  69
## 931  offer completed        25.75           618  offer_id      O  51
## 932  offer completed        26.50           636  offer_id      F  58
## 933   offer received        24.00           576  offer id      M  67
## 934   offer received        21.00           504  offer id      M  55
## 935   offer received         0.00             0  offer id      F  62
## 936   offer received        21.00           504  offer id      F  72
## 937  offer completed        24.25           582  offer_id      M  31
## 938     offer viewed        21.75           522  offer id      M  93
## 939   offer received        24.00           576  offer id      M  45
## 940   offer received        21.00           504  offer id      F  32
## 941  offer completed        19.75           474  offer_id      M  55
## 942  offer completed        23.25           558  offer_id      F  84
## 943  offer completed         5.75           138  offer_id      F  53
## 944  offer completed        27.25           654  offer_id      M  83
## 945  offer completed        17.50           420  offer_id      F  68
## 946  offer completed         7.50           180  offer_id      M  76
## 947   offer received        24.00           576  offer id      F  58
## 948     offer viewed        21.00           504  offer id      F  47
## 949   offer received         7.00           168  offer id      M  60
## 950     offer viewed        21.25           510  offer id      M  75
## 951   offer received        14.00           336  offer id      M  58
## 952   offer received        21.00           504  offer id      F  43
## 953   offer received        17.00           408  offer id      M  51
## 954  offer completed        28.50           684  offer_id      F  40
## 955  offer completed         7.25           174  offer_id      M  23
## 956     offer viewed        24.00           576  offer id      M  64
## 957   offer received        24.00           576  offer id      F  71
## 958     offer viewed        22.75           546  offer id      F  21
## 959  offer completed        18.00           432  offer_id      M  77
## 960   offer received        21.00           504  offer id      F  30
## 961     offer viewed        26.75           642  offer id      M  80
## 962   offer received         0.00             0  offer id      F  37
## 963     offer viewed        15.75           378  offer id      F  67
## 964   offer received        14.00           336  offer id      M  56
## 965   offer received        17.00           408  offer id      F  52
## 966   offer received        24.00           576  offer id      F  86
## 967   offer received        17.00           408  offer id      M  54
## 968   offer received        14.00           336  offer id      M  20
## 969  offer completed        24.75           594  offer_id      M  69
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## 971   offer received        14.00           336  offer id      M  35
## 972   offer received         7.00           168  offer id      M  38
## 973   offer received        24.00           576  offer id      M  20
## 974     offer viewed        24.00           576  offer id      F  43
## 975  offer completed        26.75           642  offer_id      M  24
## 976   offer received        17.00           408  offer id      F  24
## 977  offer completed        21.50           516  offer_id      F  34
## 978  offer completed         5.00           120  offer_id      F  57
## 979   offer received         7.00           168  offer id      M  47
## 980     offer viewed         1.00            24  offer id      F  62
## 981   offer received         0.00             0  offer id      M  24
## 982     offer viewed        21.00           504  offer id      M  67
## 983   offer received         7.00           168  offer id      F  52
## 984     offer viewed        14.50           348  offer id      F  56
## 985     offer viewed         1.75            42  offer id      M  23
## 986   offer received        14.00           336  offer id      M  56
## 987   offer received        24.00           576  offer id      F  80
## 988  offer completed         2.25            54  offer_id      F  44
## 989   offer received        17.00           408  offer id      M  82
## 990  offer completed        22.50           540  offer_id      M  67
## 991  offer completed        29.00           696  offer_id      F  74
## 992   offer received        17.00           408  offer id      M  79
## 993   offer received         7.00           168  offer id      F  84
## 994  offer completed        20.00           480  offer_id      M  27
## 995   offer received        17.00           408  offer id      M  38
## 996     offer viewed         9.00           216  offer id      F  59
## 997   offer received         0.00             0  offer id      M  38
## 998  offer completed         5.50           132  offer_id      O  42
## 999   offer received         7.00           168  offer id      F  70
## 1000    offer viewed         7.25           174  offer id      M  82
## 1001  offer received        24.00           576  offer id      F  18
## 1002    offer viewed        15.00           360  offer id      M  70
## 1003  offer received         0.00             0  offer id      M  52
## 1004  offer received        24.00           576  offer id      M  70
## 1005  offer received        24.00           576  offer id      M  69
## 1006  offer received        14.00           336  offer id      F  51
## 1007  offer received        14.00           336  offer id      F  79
## 1008  offer received        14.00           336  offer id      F  45
## 1009 offer completed        26.75           642  offer_id      F  54
## 1010 offer completed         8.25           198  offer_id      F  50
## 1011 offer completed         2.50            60  offer_id      F  56
## 1012  offer received         0.00             0  offer id      M  47
## 1013  offer received         7.00           168  offer id      F  67
## 1014 offer completed         9.00           216  offer_id      M  64
## 1015  offer received        14.00           336  offer id      M  55
## 1016    offer viewed        15.50           372  offer id      F  58
## 1017  offer received         0.00             0  offer id      M  41
## 1018 offer completed        14.25           342  offer_id      F  54
## 1019 offer completed        17.50           420  offer_id      M  77
## 1020  offer received        17.00           408  offer id      M  46
## 1021  offer received        14.00           336  offer id      M  56
## 1022  offer received        14.00           336  offer id      M  72
## 1023  offer received         7.00           168  offer id      M  31
## 1024    offer viewed        19.50           468  offer id      M  73
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## 1026    offer viewed        28.50           684  offer id      F  43
## 1027 offer completed        29.50           708  offer_id      F  75
## 1028 offer completed        25.50           612  offer_id      F  72
## 1029  offer received         7.00           168  offer id      M  55
## 1030  offer received        14.00           336  offer id      F  58
## 1031  offer received        14.00           336  offer id      M  64
## 1032 offer completed        17.25           414  offer_id      M  59
## 1033  offer received         0.00             0  offer id      M  61
## 1034  offer received        14.00           336  offer id      F  54
## 1035  offer received        17.00           408  offer id      M  68
## 1036 offer completed         9.50           228  offer_id      F  54
## 1037  offer received         7.00           168  offer id      M  34
## 1038 offer completed        18.00           432  offer_id      M  21
## 1039  offer received        24.00           576  offer id      M  76
## 1040 offer completed        12.50           300  offer_id      F  57
## 1041 offer completed        21.25           510  offer_id      M  49
## 1042  offer received         0.00             0  offer id      M  37
## 1043 offer completed        21.25           510  offer_id      O  58
## 1044 offer completed        16.75           402  offer_id      F  69
## 1045  offer received        14.00           336  offer id      F  55
## 1046  offer received        21.00           504  offer id      M  43
## 1047 offer completed        15.75           378  offer_id      F  66
## 1048  offer received        24.00           576  offer id      M  54
## 1049    offer viewed        24.25           582  offer id      F  55
## 1050  offer received        21.00           504  offer id      M  73
## 1051 offer completed         7.00           168  offer_id      M  54
## 1052  offer received         0.00             0  offer id      F  61
## 1053  offer received         0.00             0  offer id      M  60
## 1054    offer viewed         0.25             6  offer id      M  23
## 1055 offer completed        14.50           348  offer_id      F  26
## 1056    offer viewed        11.25           270  offer id      F  81
## 1057    offer viewed        25.25           606  offer id      M  46
## 1058    offer viewed        19.25           462  offer id      F  51
## 1059 offer completed        20.75           498  offer_id      M  52
## 1060  offer received         0.00             0  offer id      M  62
## 1061  offer received         7.00           168  offer id      F  65
## 1062 offer completed        27.25           654  offer_id      F  87
## 1063  offer received        21.00           504  offer id      M  58
## 1064    offer viewed        14.00           336  offer id      F  83
## 1065  offer received        24.00           576  offer id      M  62
## 1066    offer viewed         6.00           144  offer id      M  28
## 1067  offer received         0.00             0  offer id      M  30
## 1068 offer completed        11.25           270  offer_id      F  62
## 1069    offer viewed        14.50           348  offer id      F  73
## 1070  offer received         7.00           168  offer id      F  64
## 1071 offer completed        21.25           510  offer_id      M  35
## 1072 offer completed        22.50           540  offer_id      F  55
## 1073    offer viewed         8.25           198  offer id      M  79
## 1074 offer completed        23.00           552  offer_id      M  60
## 1075  offer received        14.00           336  offer id      F  60
## 1076    offer viewed        20.25           486  offer id      M  26
## 1077  offer received         7.00           168  offer id      F  33
## 1078 offer completed        22.50           540  offer_id      F  55
## 1079  offer received         7.00           168  offer id      F  60
## 1080 offer completed        24.50           588  offer_id      M  55
## 1081 offer completed         3.25            78  offer_id      M  36
## 1082  offer received        17.00           408  offer id      F  74
## 1083  offer received        24.00           576  offer id      M  69
## 1084 offer completed        24.75           594  offer_id      M  66
## 1085 offer completed        17.50           420  offer_id      M  61
## 1086 offer completed        21.25           510  offer_id      F  59
## 1087 offer completed        20.75           498  offer_id      F  35
## 1088  offer received        24.00           576  offer id      F  47
## 1089    offer viewed         0.25             6  offer id      M  45
## 1090    offer viewed        24.00           576  offer id      M  59
## 1091  offer received        24.00           576  offer id      M  60
## 1092 offer completed         7.50           180  offer_id      M  37
## 1093 offer completed         2.75            66  offer_id      F  72
## 1094  offer received        14.00           336  offer id      M  77
## 1095  offer received         7.00           168  offer id      M  55
## 1096    offer viewed        17.00           408  offer id      M  48
## 1097  offer received        14.00           336  offer id      F  72
## 1098 offer completed        21.00           504  offer_id      F  69
## 1099  offer received         7.00           168  offer id      M  65
## 1100    offer viewed         8.50           204  offer id      M  57
## 1101  offer received        24.00           576  offer id      M  65
## 1102    offer viewed        14.25           342  offer id      F  73
## 1103  offer received        17.00           408  offer id      M  35
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## 1105  offer received        21.00           504  offer id      F  71
## 1106 offer completed        17.75           426  offer_id      M  67
## 1107  offer received        17.00           408  offer id      M  89
## 1108  offer received        14.00           336  offer id      F  59
## 1109    offer viewed        27.25           654  offer id      M  49
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## 1117    offer viewed        25.00           600  offer id      F  77
## 1118 offer completed         5.50           132  offer_id      F  52
## 1119 offer completed        24.00           576  offer_id      M  58
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## 1122  offer received        24.00           576  offer id      M  79
## 1123 offer completed        26.00           624  offer_id      F  68
## 1124    offer viewed         0.25             6  offer id      F  75
## 1125    offer viewed        20.25           486  offer id      M  68
## 1126  offer received        14.00           336  offer id      M  71
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## 1129  offer received        14.00           336  offer id      F  79
## 1130 offer completed        12.25           294  offer_id      F  68
## 1131  offer received        14.00           336  offer id      F  63
## 1132  offer received         7.00           168  offer id      F  64
## 1133 offer completed        10.00           240  offer_id      F  39
## 1134 offer completed        25.50           612  offer_id      F  68
## 1135  offer received         0.00             0  offer id      M  60
## 1136 offer completed        24.00           576  offer_id      F  81
## 1137  offer received        17.00           408  offer id      M  43
## 1138  offer received        14.00           336  offer id      F  41
## 1139  offer received        17.00           408  offer id      M  40
## 1140 offer completed        23.25           558  offer_id      F  74
## 1141    offer viewed        14.75           354  offer id      F  33
## 1142  offer received         0.00             0  offer id      F  51
## 1143  offer received         7.00           168  offer id      F  57
## 1144  offer received        24.00           576  offer id      F  73
## 1145  offer received        17.00           408  offer id      F  83
## 1146  offer received        17.00           408  offer id      M  56
## 1147  offer received         7.00           168  offer id      M  47
## 1148  offer received        14.00           336  offer id      F  59
## 1149 offer completed        22.25           534  offer_id      M  67
## 1150 offer completed        20.50           492  offer_id      M  61
## 1151  offer received        14.00           336  offer id      M  67
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## 1153  offer received        24.00           576  offer id      M  21
## 1154  offer received         7.00           168  offer id      F  51
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## 1156    offer viewed        25.25           606  offer id      M  28
## 1157  offer received        21.00           504  offer id      M  25
## 1158  offer received        21.00           504  offer id      M  64
## 1159 offer completed         8.00           192  offer_id      M  46
## 1160  offer received        17.00           408  offer id      M  59
## 1161  offer received        21.00           504  offer id      F  33
## 1162  offer received        24.00           576  offer id      M  22
## 1163  offer received        24.00           576  offer id      F  62
## 1164 offer completed         8.25           198  offer_id      M  81
## 1165  offer received         7.00           168  offer id      F  54
## 1166  offer received         7.00           168  offer id      M  68
## 1167  offer received        24.00           576  offer id      M  39
## 1168    offer viewed        11.25           270  offer id      F  78
## 1169  offer received        24.00           576  offer id      M  46
## 1170 offer completed        21.75           522  offer_id      M  52
## 1171 offer completed        28.75           690  offer_id      M  50
## 1172 offer completed        15.00           360  offer_id      M  53
## 1173  offer received        14.00           336  offer id      M  42
## 1174 offer completed        26.25           630  offer_id      M  44
## 1175  offer received         0.00             0  offer id      F  25
## 1176  offer received         7.00           168  offer id      F  55
## 1177 offer completed        16.75           402  offer_id      F  75
## 1178  offer received         0.00             0  offer id      M  52
## 1179    offer viewed        24.75           594  offer id      F  78
## 1180 offer completed        24.75           594  offer_id      M  76
## 1181  offer received        14.00           336  offer id      F  76
## 1182  offer received        24.00           576  offer id      M  78
## 1183  offer received        21.00           504  offer id      M  55
## 1184  offer received         7.00           168  offer id      M  35
## 1185  offer received        21.00           504  offer id      F  49
## 1186  offer received        21.00           504  offer id      F  46
## 1187 offer completed         4.00            96  offer_id      F  52
## 1188  offer received        17.00           408  offer id      F  66
## 1189  offer received         0.00             0  offer id      F  52
## 1190    offer viewed        21.75           522  offer id      F  30
## 1191  offer received        17.00           408  offer id      F  67
## 1192 offer completed         7.25           174  offer_id      M  44
## 1193  offer received         7.00           168  offer id      F  70
## 1194  offer received         7.00           168  offer id      M  55
## 1195  offer received         0.00             0  offer id      F  46
## 1196 offer completed        19.25           462  offer_id      M  18
## 1197 offer completed         8.50           204  offer_id      F  43
## 1198 offer completed        23.75           570  offer_id      M  57
## 1199  offer received        14.00           336  offer id      F  49
## 1200  offer received        24.00           576  offer id      F  43
## 1201  offer received         0.00             0  offer id      F  71
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## 1203  offer received        24.00           576  offer id      M  22
## 1204  offer received        24.00           576  offer id      M  76
## 1205 offer completed         8.75           210  offer_id      M  54
## 1206  offer received        21.00           504  offer id      M  64
## 1207  offer received         7.00           168  offer id      M  58
## 1208    offer viewed         5.00           120  offer id      M  58
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## 1210  offer received         0.00             0  offer id      M  58
## 1211 offer completed        17.00           408  offer_id      F  45
## 1212  offer received        24.00           576  offer id      F  48
## 1213    offer viewed        15.00           360  offer id      F  43
## 1214  offer received        17.00           408  offer id      M  19
## 1215  offer received        24.00           576  offer id      M  32
## 1216    offer viewed        22.00           528  offer id      M  56
## 1217 offer completed        23.25           558  offer_id      M  52
## 1218 offer completed        10.50           252  offer_id      F  53
## 1219 offer completed        14.50           348  offer_id      O  89
## 1220  offer received         0.00             0  offer id      M  62
## 1221 offer completed        10.25           246  offer_id      M  65
## 1222 offer completed        26.00           624  offer_id      M  74
## 1223  offer received        21.00           504  offer id      M  78
## 1224 offer completed        16.25           390  offer_id      F  81
## 1225 offer completed        26.25           630  offer_id      F  67
## 1226    offer viewed         9.50           228  offer id      M  63
## 1227    offer viewed        15.00           360  offer id      F  36
## 1228  offer received         7.00           168  offer id      M  71
## 1229  offer received         7.00           168  offer id      M  65
## 1230  offer received         7.00           168  offer id      M  25
## 1231    offer viewed        25.00           600  offer id      M  68
## 1232  offer received        24.00           576  offer id      F  50
## 1233 offer completed         4.25           102  offer_id      M  50
## 1234 offer completed        14.50           348  offer_id      M  56
## 1235 offer completed        24.50           588  offer_id      M  53
## 1236 offer completed        27.50           660  offer_id      M  58
## 1237    offer viewed        22.75           546  offer id      F  68
## 1238  offer received         0.00             0  offer id      F  84
## 1239  offer received        17.00           408  offer id      M  76
## 1240  offer received        21.00           504  offer id      F  56
## 1241    offer viewed        10.75           258  offer id      F  64
## 1242    offer viewed         6.25           150  offer id      F  62
## 1243  offer received        17.00           408  offer id      F  30
## 1244  offer received        24.00           576  offer id      F  50
## 1245  offer received         7.00           168  offer id      M  67
## 1246 offer completed        17.00           408  offer_id      M  64
## 1247  offer received         7.00           168  offer id      M  66
## 1248    offer viewed         7.00           168  offer id      M  41
## 1249    offer viewed         2.25            54  offer id      F  76
## 1250 offer completed        26.75           642  offer_id      M  69
## 1251 offer completed        23.25           558  offer_id      F  67
## 1252    offer viewed        16.00           384  offer id      M  51
## 1253  offer received         0.00             0  offer id      M  64
## 1254  offer received        14.00           336  offer id      F  82
## 1255 offer completed        28.00           672  offer_id      F  50
## 1256  offer received         0.00             0  offer id      M  52
## 1257 offer completed        24.00           576  offer_id      M  74
## 1258  offer received        21.00           504  offer id      M  50
## 1259 offer completed        21.75           522  offer_id      M  70
## 1260  offer received        17.00           408  offer id      M  70
## 1261  offer received        21.00           504  offer id      M  57
## 1262  offer received        14.00           336  offer id      F  87
## 1263 offer completed        28.25           678  offer_id      M  70
## 1264 offer completed         9.25           222  offer_id      F  93
## 1265  offer received        17.00           408  offer id      M  40
## 1266  offer received         7.00           168  offer id      M  51
## 1267 offer completed        14.25           342  offer_id      F  84
## 1268 offer completed         8.75           210  offer_id      M  69
## 1269    offer viewed        16.50           396  offer id      M  61
## 1270  offer received        24.00           576  offer id      M  28
## 1271 offer completed        28.75           690  offer_id      M  37
## 1272  offer received        24.00           576  offer id      F  61
## 1273    offer viewed        18.75           450  offer id      O  73
## 1274  offer received        14.00           336  offer id      M  95
## 1275  offer received        24.00           576  offer id      F  87
## 1276 offer completed         6.50           156  offer_id      M  38
## 1277  offer received         0.00             0  offer id      M  38
## 1278 offer completed        19.00           456  offer_id      F  59
## 1279  offer received        14.00           336  offer id      M  82
## 1280 offer completed         6.50           156  offer_id      F  22
## 1281  offer received         0.00             0  offer id      M  28
## 1282  offer received         0.00             0  offer id      M  67
## 1283  offer received        24.00           576  offer id      M  59
## 1284  offer received        14.00           336  offer id      F  51
## 1285    offer viewed        23.75           570  offer id      F  92
## 1286    offer viewed         7.50           180  offer id      M  38
## 1287  offer received        17.00           408  offer id      F  57
## 1288  offer received        14.00           336  offer id      M  44
## 1289  offer received         7.00           168  offer id      F  55
## 1290  offer received        21.00           504  offer id      M  55
## 1291 offer completed        21.00           504  offer_id      F  76
## 1292  offer received        24.00           576  offer id      F  46
## 1293  offer received         7.00           168  offer id      M  46
## 1294  offer received        14.00           336  offer id      M  53
## 1295 offer completed        19.75           474  offer_id      F  39
## 1296  offer received        24.00           576  offer id      F  86
## 1297  offer received        24.00           576  offer id      F  58
## 1298  offer received        21.00           504  offer id      M  67
## 1299 offer completed        21.00           504  offer_id      M  54
## 1300  offer received        17.00           408  offer id      F  62
## 1301  offer received        14.00           336  offer id      F  61
## 1302  offer received        14.00           336  offer id      F  64
## 1303 offer completed        29.50           708  offer_id      M  25
## 1304  offer received        24.00           576  offer id      F  67
## 1305 offer completed        21.75           522  offer_id      F  89
## 1306  offer received        17.00           408  offer id      M  50
## 1307  offer received        17.00           408  offer id      M  25
## 1308  offer received         0.00             0  offer id      F  67
## 1309  offer received        21.00           504  offer id      F  65
## 1310 offer completed         6.00           144  offer_id      M  71
## 1311    offer viewed        14.50           348  offer id      F  48
## 1312  offer received        17.00           408  offer id      M  94
## 1313  offer received        24.00           576  offer id      M  55
## 1314 offer completed        28.00           672  offer_id      F  49
## 1315  offer received         7.00           168  offer id      O  34
## 1316    offer viewed        17.75           426  offer id      F  69
## 1317  offer received         0.00             0  offer id      M  54
## 1318    offer viewed        16.25           390  offer id      M  21
## 1319  offer received         0.00             0  offer id      F  19
## 1320 offer completed        26.75           642  offer_id      M  21
## 1321    offer viewed         0.00             0  offer id      F  73
## 1322 offer completed         2.75            66  offer_id      F  67
## 1323  offer received        17.00           408  offer id      M  25
## 1324 offer completed        21.00           504  offer_id      M  61
## 1325  offer received         0.00             0  offer id      M  41
## 1326  offer received        21.00           504  offer id      M  67
## 1327  offer received        21.00           504  offer id      M  56
## 1328    offer viewed        15.00           360  offer id      F  56
## 1329 offer completed         2.00            48  offer_id      M  45
## 1330  offer received         0.00             0  offer id      F  67
## 1331  offer received         7.00           168  offer id      M  50
## 1332  offer received         7.00           168  offer id      M  36
## 1333  offer received        24.00           576  offer id      F  66
## 1334  offer received        17.00           408  offer id      F  57
## 1335  offer received         0.00             0  offer id      F  42
## 1336  offer received         7.00           168  offer id      M  33
## 1337    offer viewed        24.50           588  offer id      F  46
## 1338 offer completed        20.50           492  offer_id      M  56
## 1339  offer received        24.00           576  offer id      M  39
## 1340    offer viewed        10.25           246  offer id      M  46
## 1341  offer received        14.00           336  offer id      M  53
## 1342  offer received        14.00           336  offer id      M  37
## 1343    offer viewed        16.25           390  offer id      F  53
## 1344  offer received         7.00           168  offer id      M  55
## 1345  offer received        24.00           576  offer id      M  59
## 1346    offer viewed        22.50           540  offer id      F  49
## 1347    offer viewed        16.00           384  offer id      F  49
## 1348 offer completed        21.75           522  offer_id      F  87
## 1349 offer completed        21.00           504  offer_id      F  53
## 1350    offer viewed         1.00            24  offer id      F  48
## 1351  offer received         0.00             0  offer id      F  62
## 1352  offer received        17.00           408  offer id      F  78
## 1353  offer received        24.00           576  offer id      F  26
## 1354  offer received         7.00           168  offer id      M  55
## 1355  offer received         7.00           168  offer id      F  66
## 1356  offer received         0.00             0  offer id      M  71
## 1357  offer received         0.00             0  offer id      M  85
## 1358  offer received         0.00             0  offer id      F  77
## 1359  offer received         7.00           168  offer id      M  38
## 1360  offer received        21.00           504  offer id      F  36
## 1361    offer viewed         8.25           198  offer id      O  30
## 1362 offer completed        18.75           450  offer_id      M  44
## 1363  offer received        21.00           504  offer id      F  74
## 1364    offer viewed         2.75            66  offer id      M  76
## 1365 offer completed         0.25             6  offer_id      F  79
## 1366  offer received        17.00           408  offer id      F  66
## 1367  offer received        14.00           336  offer id      F  84
## 1368  offer received        14.00           336  offer id      M  48
## 1369 offer completed        28.25           678  offer_id      F  68
## 1370    offer viewed        17.50           420  offer id      M  58
## 1371  offer received        24.00           576  offer id      M  69
## 1372  offer received        14.00           336  offer id      F  68
## 1373 offer completed        19.00           456  offer_id      F  61
## 1374  offer received         0.00             0  offer id      F  51
## 1375    offer viewed        16.00           384  offer id      M  63
## 1376  offer received         7.00           168  offer id      F  32
## 1377  offer received        17.00           408  offer id      M  59
## 1378  offer received         7.00           168  offer id      M  22
## 1379 offer completed         8.50           204  offer_id      M  85
## 1380 offer completed        17.75           426  offer_id      M  58
## 1381    offer viewed        13.75           330  offer id      F  39
## 1382 offer completed        20.00           480  offer_id      M  41
## 1383  offer received        14.00           336  offer id      M  61
## 1384 offer completed        18.00           432  offer_id      M  63
## 1385 offer completed         7.25           174  offer_id      M  83
## 1386  offer received        24.00           576  offer id      M  52
## 1387  offer received         0.00             0  offer id      M  41
## 1388 offer completed        21.25           510  offer_id      F  68
## 1389  offer received        21.00           504  offer id      F  57
## 1390 offer completed        10.50           252  offer_id      F  49
## 1391  offer received        17.00           408  offer id      M  26
## 1392    offer viewed        12.75           306  offer id      F  60
## 1393    offer viewed         2.00            48  offer id      M  65
## 1394 offer completed        27.25           654  offer_id      F  58
## 1395 offer completed        15.25           366  offer_id      F  93
## 1396  offer received         7.00           168  offer id      F  49
## 1397  offer received        14.00           336  offer id      F  60
## 1398    offer viewed        16.75           402  offer id      F  54
## 1399 offer completed        17.75           426  offer_id      F  40
## 1400  offer received        17.00           408  offer id      M  45
## 1401 offer completed        22.00           528  offer_id      F  56
## 1402  offer received        24.00           576  offer id      F  58
## 1403 offer completed         3.75            90  offer_id      M  64
## 1404 offer completed        29.50           708  offer_id      F  76
## 1405    offer viewed         9.50           228  offer id      M  54
## 1406  offer received        14.00           336  offer id      F  92
## 1407  offer received        21.00           504  offer id      M  33
## 1408  offer received         0.00             0  offer id      M  49
## 1409    offer viewed        17.25           414  offer id      F  39
## 1410  offer received         0.00             0  offer id      M  49
## 1411  offer received         0.00             0  offer id      F  71
## 1412  offer received        21.00           504  offer id      F  24
## 1413  offer received        24.00           576  offer id      F  55
## 1414  offer received        14.00           336  offer id      M  95
## 1415    offer viewed        16.75           402  offer id      F  55
## 1416 offer completed        19.25           462  offer_id      M  55
## 1417  offer received        17.00           408  offer id      M  53
## 1418 offer completed         8.25           198  offer_id      M  58
## 1419    offer viewed         6.25           150  offer id      F  85
## 1420 offer completed        20.50           492  offer_id      F  64
## 1421  offer received        24.00           576  offer id      M  44
## 1422  offer received        17.00           408  offer id      M  58
## 1423  offer received         7.00           168  offer id      M  36
## 1424    offer viewed        19.50           468  offer id      M  57
## 1425  offer received        17.00           408  offer id      F  36
## 1426  offer received        14.00           336  offer id      F  49
## 1427  offer received         0.00             0  offer id      M  55
## 1428  offer received        17.00           408  offer id      M  50
## 1429  offer received         7.00           168  offer id      M  28
## 1430 offer completed        26.25           630  offer_id      M  55
## 1431  offer received         0.00             0  offer id      M  57
## 1432  offer received        14.00           336  offer id      M  68
## 1433 offer completed        24.25           582  offer_id      M  38
## 1434 offer completed        14.00           336  offer_id      M  56
## 1435    offer viewed        17.75           426  offer id      F  58
## 1436 offer completed        20.75           498  offer_id      F  63
## 1437    offer viewed        24.50           588  offer id      F  74
## 1438  offer received        17.00           408  offer id      M  24
## 1439 offer completed        15.25           366  offer_id      F  73
## 1440 offer completed        24.00           576  offer_id      M  60
## 1441  offer received        24.00           576  offer id      M  57
## 1442 offer completed        17.75           426  offer_id      F  56
## 1443    offer viewed        22.75           546  offer id      F  35
## 1444 offer completed         4.25           102  offer_id      F  60
## 1445    offer viewed        23.00           552  offer id      M  55
## 1446  offer received        17.00           408  offer id      M  48
## 1447 offer completed         9.25           222  offer_id      F  53
## 1448    offer viewed         1.00            24  offer id      M  56
## 1449    offer viewed        22.50           540  offer id      F  40
## 1450 offer completed        21.25           510  offer_id      M  72
## 1451 offer completed        23.50           564  offer_id      F  53
## 1452  offer received         0.00             0  offer id      M  56
## 1453  offer received        21.00           504  offer id      M  72
## 1454 offer completed         9.75           234  offer_id      F  67
## 1455    offer viewed        17.50           420  offer id      M  68
## 1456    offer viewed        14.00           336  offer id      M  60
## 1457  offer received        14.00           336  offer id      M  19
## 1458  offer received        21.00           504  offer id      F  48
## 1459 offer completed        29.75           714  offer_id      F  58
## 1460 offer completed        25.50           612  offer_id      M  74
## 1461  offer received        24.00           576  offer id      M  59
## 1462 offer completed        12.50           300  offer_id      M  43
## 1463  offer received         7.00           168  offer id      M  82
## 1464  offer received        17.00           408  offer id      M  47
## 1465  offer received        14.00           336  offer id      F  37
## 1466  offer received        24.00           576  offer id      F  70
## 1467  offer received         7.00           168  offer id      M  55
## 1468  offer received        24.00           576  offer id      F  74
## 1469 offer completed        12.50           300  offer_id      F  67
## 1470    offer viewed        24.00           576  offer id      M  66
## 1471 offer completed        14.00           336  offer_id      F  72
## 1472  offer received         0.00             0  offer id      M  23
## 1473 offer completed        22.75           546  offer_id      M  48
## 1474  offer received        24.00           576  offer id      F  54
## 1475 offer completed        19.00           456  offer_id      M  60
## 1476 offer completed        22.00           528  offer_id      F  60
## 1477    offer viewed        22.75           546  offer id      M  40
## 1478  offer received         0.00             0  offer id      M  54
## 1479 offer completed        14.00           336  offer_id      M  67
## 1480  offer received        24.00           576  offer id      M  77
## 1481  offer received         0.00             0  offer id      F  39
## 1482  offer received         7.00           168  offer id      M  66
## 1483  offer received        14.00           336  offer id      F  58
## 1484  offer received        14.00           336  offer id      F  79
## 1485    offer viewed        14.75           354  offer id      M  31
## 1486  offer received         7.00           168  offer id      F  55
## 1487    offer viewed         7.00           168  offer id      M  38
## 1488  offer received         7.00           168  offer id      M  70
## 1489 offer completed        22.50           540  offer_id      F  70
## 1490  offer received         7.00           168  offer id      M  63
## 1491    offer viewed        21.25           510  offer id      M  46
## 1492  offer received         7.00           168  offer id      M  23
## 1493  offer received        17.00           408  offer id      M  23
## 1494  offer received        24.00           576  offer id      M  25
## 1495  offer received        14.00           336  offer id      M  76
## 1496 offer completed         6.50           156  offer_id      F  78
## 1497 offer completed        21.25           510  offer_id      F  63
## 1498    offer viewed        23.25           558  offer id      F  75
## 1499    offer viewed        27.25           654  offer id      M  60
## 1500 offer completed        18.50           444  offer_id      F  79
## 1501  offer received        24.00           576  offer id      M  58
## 1502  offer received        24.00           576  offer id      F  72
## 1503  offer received         0.00             0  offer id      M  36
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## 1505  offer received        24.00           576  offer id      M  35
## 1506    offer viewed        14.75           354  offer id      F  62
## 1507    offer viewed        14.50           348  offer id      M  46
## 1508 offer completed        23.25           558  offer_id      F  62
## 1509    offer viewed        23.25           558  offer id      F  56
## 1510 offer completed        25.25           606  offer_id      M  67
## 1511    offer viewed        22.25           534  offer id      F  73
## 1512  offer received        24.00           576  offer id      F  66
## 1513 offer completed        26.25           630  offer_id      M  58
## 1514  offer received         0.00             0  offer id      M  59
## 1515 offer completed        20.25           486  offer_id      M  48
## 1516  offer received        17.00           408  offer id      F  83
## 1517  offer received        24.00           576  offer id      F  52
## 1518  offer received        17.00           408  offer id      M  33
## 1519 offer completed        17.50           420  offer_id      M  62
## 1520    offer viewed        27.00           648  offer id      M  50
## 1521 offer completed         9.25           222  offer_id      M  49
## 1522  offer received        17.00           408  offer id      M  37
## 1523  offer received        17.00           408  offer id      M  71
## 1524  offer received        14.00           336  offer id      M  64
## 1525 offer completed        27.50           660  offer_id      M  22
## 1526 offer completed        21.75           522  offer_id      F  85
## 1527  offer received         7.00           168  offer id      M  58
## 1528    offer viewed         7.25           174  offer id      M  37
## 1529  offer received         0.00             0  offer id      M  51
## 1530  offer received        21.00           504  offer id      M  59
## 1531  offer received        17.00           408  offer id      M  56
## 1532  offer received         7.00           168  offer id      F  37
## 1533  offer received        14.00           336  offer id      M  33
## 1534    offer viewed        25.25           606  offer id      M  41
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## 1537  offer received        24.00           576  offer id      M  60
## 1538 offer completed        24.00           576  offer_id      F  78
## 1539    offer viewed        14.25           342  offer id      M  52
## 1540  offer received        14.00           336  offer id      F  57
## 1541    offer viewed        24.25           582  offer id      F  51
## 1542  offer received        21.00           504  offer id      M  55
## 1543    offer viewed        27.50           660  offer id      M  69
## 1544 offer completed        24.50           588  offer_id      F  84
## 1545  offer received         7.00           168  offer id      M  53
## 1546 offer completed         7.00           168  offer_id      F  35
## 1547    offer viewed        29.25           702  offer id      M  65
## 1548    offer viewed        25.50           612  offer id      M  44
## 1549  offer received        21.00           504  offer id      M  18
## 1550 offer completed        24.00           576  offer_id      M  71
## 1551  offer received        24.00           576  offer id      M  54
## 1552  offer received        14.00           336  offer id      M  78
## 1553  offer received        24.00           576  offer id      M  44
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## 1556  offer received        24.00           576  offer id      M  33
## 1557  offer received        14.00           336  offer id      M  20
## 1558 offer completed        15.50           372  offer_id      F  51
## 1559  offer received        14.00           336  offer id      F  39
## 1560 offer completed         0.25             6  offer_id      F  53
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## 1562  offer received        14.00           336  offer id      M  63
## 1563 offer completed        18.50           444  offer_id      F  67
## 1564    offer viewed        24.50           588  offer id      M  55
## 1565 offer completed        15.50           372  offer_id      M  35
## 1566 offer completed        13.25           318  offer_id      F  49
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## 1568  offer received        14.00           336  offer id      F  63
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## 1572  offer received        14.00           336  offer id      M  53
## 1573    offer viewed        20.75           498  offer id      F  25
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## 1578 offer completed        19.00           456  offer_id      F  50
## 1579    offer viewed        23.50           564  offer id      F  70
## 1580  offer received        17.00           408  offer id      F  68
## 1581  offer received        17.00           408  offer id      M  74
## 1582    offer viewed        14.25           342  offer id      M  64
## 1583 offer completed        19.50           468  offer_id      M  55
## 1584  offer received         0.00             0  offer id      M  66
## 1585  offer received         0.00             0  offer id      M  36
## 1586  offer received        24.00           576  offer id      M  78
## 1587 offer completed        14.25           342  offer_id      M  59
## 1588  offer received        17.00           408  offer id      M  50
## 1589  offer received        14.00           336  offer id      M  59
## 1590  offer received        17.00           408  offer id      F  37
## 1591 offer completed        16.00           384  offer_id      F  48
## 1592 offer completed        28.75           690  offer_id      M  26
## 1593  offer received        21.00           504  offer id      F  46
## 1594    offer viewed        21.50           516  offer id      M  37
## 1595    offer viewed        17.75           426  offer id      M  43
## 1596  offer received        24.00           576  offer id      M  69
## 1597 offer completed         2.75            66  offer_id      F  89
## 1598  offer received        17.00           408  offer id      F  94
## 1599  offer received        24.00           576  offer id      F  39
## 1600    offer viewed        15.00           360  offer id      M  70
## 1601 offer completed         1.50            36  offer_id      M  20
## 1602  offer received        17.00           408  offer id      M  44
## 1603    offer viewed         5.75           138  offer id      F  50
## 1604    offer viewed        20.00           480  offer id      F  67
## 1605  offer received        14.00           336  offer id      O  48
## 1606  offer received        14.00           336  offer id      M  70
## 1607  offer received        24.00           576  offer id      M  41
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## 1609  offer received         0.00             0  offer id      F  47
## 1610  offer received        17.00           408  offer id      F  68
## 1611 offer completed         9.75           234  offer_id      F  84
## 1612    offer viewed        10.25           246  offer id      M  55
## 1613  offer received         0.00             0  offer id      M  24
## 1614  offer received        24.00           576  offer id      M  57
## 1615  offer received         0.00             0  offer id      M  75
## 1616 offer completed        16.25           390  offer_id      F  74
## 1617 offer completed        12.25           294  offer_id      F  56
## 1618  offer received        21.00           504  offer id      M  57
## 1619 offer completed        23.25           558  offer_id      M  68
## 1620  offer received         0.00             0  offer id      M  61
## 1621  offer received        21.00           504  offer id      F  90
## 1622 offer completed         9.00           216  offer_id      F  58
## 1623    offer viewed        23.00           552  offer id      M  54
## 1624    offer viewed        20.00           480  offer id      M  54
## 1625  offer received        17.00           408  offer id      M  67
## 1626  offer received        17.00           408  offer id      M  60
## 1627    offer viewed        21.00           504  offer id      F  53
## 1628 offer completed        17.25           414  offer_id      F  37
## 1629  offer received        17.00           408  offer id      F  72
## 1630    offer viewed        15.00           360  offer id      M  45
## 1631  offer received        14.00           336  offer id      M  58
## 1632  offer received        24.00           576  offer id      F  88
## 1633  offer received        14.00           336  offer id      F  52
## 1634 offer completed        19.50           468  offer_id      F  75
## 1635 offer completed        18.75           450  offer_id      M  19
## 1636    offer viewed        23.75           570  offer id      F  53
## 1637    offer viewed        22.50           540  offer id      M  54
## 1638 offer completed        18.75           450  offer_id      F  83
## 1639 offer completed        22.25           534  offer_id      M  51
## 1640  offer received        14.00           336  offer id      F  25
## 1641  offer received         7.00           168  offer id      M  32
## 1642  offer received        21.00           504  offer id      F  25
## 1643  offer received        24.00           576  offer id      F  57
## 1644  offer received        24.00           576  offer id      M  57
## 1645  offer received        14.00           336  offer id      M  62
## 1646  offer received        17.00           408  offer id      M  47
## 1647  offer received        17.00           408  offer id      F  57
## 1648    offer viewed        23.00           552  offer id      M  62
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## 1650  offer received        14.00           336  offer id      F  29
## 1651  offer received        24.00           576  offer id      F  81
## 1652  offer received         0.00             0  offer id      F  31
## 1653 offer completed         3.50            84  offer_id      F  62
## 1654    offer viewed         7.50           180  offer id      M  48
## 1655  offer received        17.00           408  offer id      F  85
## 1656  offer received        24.00           576  offer id      F  59
## 1657 offer completed        20.75           498  offer_id      M  23
## 1658    offer viewed         8.75           210  offer id      M  66
## 1659    offer viewed        10.00           240  offer id      F  43
## 1660  offer received         7.00           168  offer id      F  57
## 1661 offer completed        18.00           432  offer_id      F  49
## 1662    offer viewed        15.50           372  offer id      M  60
## 1663 offer completed        20.25           486  offer_id      F  59
## 1664  offer received         7.00           168  offer id      M  49
## 1665 offer completed        29.00           696  offer_id      M  28
## 1666  offer received        21.00           504  offer id      M  42
## 1667    offer viewed        21.25           510  offer id      M  40
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## 1669 offer completed         9.75           234  offer_id      F  72
## 1670  offer received        17.00           408  offer id      M  62
## 1671  offer received         0.00             0  offer id      M  18
## 1672 offer completed        21.75           522  offer_id      M  70
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## 1674    offer viewed        18.25           438  offer id      M  70
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## 1676  offer received         7.00           168  offer id      M  39
## 1677 offer completed        16.75           402  offer_id      F  83
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## 1679 offer completed        21.75           522  offer_id      F  24
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## 1685  offer received        21.00           504  offer id      M  60
## 1686 offer completed        15.25           366  offer_id      M  51
## 1687    offer viewed        16.25           390  offer id      F  59
## 1688  offer received        21.00           504  offer id      M  58
## 1689  offer received        21.00           504  offer id      F  94
## 1690    offer viewed         7.75           186  offer id      M  46
## 1691    offer viewed        26.00           624  offer id      M  42
## 1692 offer completed        28.50           684  offer_id      M  54
## 1693  offer received        14.00           336  offer id      M  46
## 1694    offer viewed        18.50           444  offer id      M  58
## 1695 offer completed        27.50           660  offer_id      F  72
## 1696  offer received         0.00             0  offer id      F  41
## 1697  offer received        17.00           408  offer id      M  46
## 1698    offer viewed        15.00           360  offer id      F  42
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## 1701  offer received        17.00           408  offer id      M  66
## 1702  offer received        14.00           336  offer id      M  28
## 1703  offer received        21.00           504  offer id      M  43
## 1704  offer received        17.00           408  offer id      F  89
## 1705  offer received        14.00           336  offer id      M  44
## 1706 offer completed        27.50           660  offer_id      O  89
## 1707  offer received         0.00             0  offer id      M  42
## 1708  offer received        21.00           504  offer id      F  63
## 1709 offer completed         9.25           222  offer_id      M  52
## 1710  offer received        14.00           336  offer id      M  82
## 1711  offer received        24.00           576  offer id      M  51
## 1712  offer received        14.00           336  offer id      F  51
## 1713  offer received        24.00           576  offer id      M  57
## 1714  offer received        24.00           576  offer id      M  62
## 1715  offer received         7.00           168  offer id      F  61
## 1716    offer viewed        27.00           648  offer id      F  23
## 1717  offer received        21.00           504  offer id      O  61
## 1718  offer received         7.00           168  offer id      M  71
## 1719 offer completed         2.25            54  offer_id      M  41
## 1720  offer received        24.00           576  offer id      M  37
## 1721  offer received        14.00           336  offer id      F  85
## 1722    offer viewed         7.25           174  offer id      M  57
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## 1724  offer received        24.00           576  offer id      M  89
## 1725  offer received         7.00           168  offer id      M  42
## 1726  offer received         0.00             0  offer id      M  65
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## 1728  offer received        21.00           504  offer id      F  84
## 1729  offer received        24.00           576  offer id      M  57
## 1730 offer completed        22.50           540  offer_id      M  77
## 1731  offer received        21.00           504  offer id      M  74
## 1732  offer received         0.00             0  offer id      M  51
## 1733  offer received        14.00           336  offer id      F  54
## 1734    offer viewed        14.00           336  offer id      M  56
## 1735 offer completed        20.75           498  offer_id      F  54
## 1736  offer received        17.00           408  offer id      M  49
## 1737  offer received        21.00           504  offer id      M  52
## 1738    offer viewed        14.50           348  offer id      F  49
## 1739  offer received        24.00           576  offer id      O  49
## 1740  offer received         7.00           168  offer id      M  32
## 1741    offer viewed        23.00           552  offer id      F  87
## 1742    offer viewed         0.00             0  offer id      M  20
## 1743 offer completed        27.25           654  offer_id      F  87
## 1744 offer completed         7.00           168  offer_id      M  69
## 1745  offer received        21.00           504  offer id      M  61
## 1746    offer viewed        15.50           372  offer id      F  58
## 1747    offer viewed        24.75           594  offer id      F  85
## 1748 offer completed        25.00           600  offer_id      F  53
## 1749  offer received         0.00             0  offer id      M  53
## 1750 offer completed        29.50           708  offer_id      M  26
## 1751 offer completed        21.00           504  offer_id      M  51
## 1752 offer completed         2.75            66  offer_id      F  82
## 1753 offer completed        15.25           366  offer_id      F  50
## 1754    offer viewed         3.50            84  offer id      M  61
## 1755 offer completed         9.00           216  offer_id      M  51
## 1756  offer received        14.00           336  offer id      M  94
## 1757 offer completed         1.75            42  offer_id      M  84
## 1758  offer received         7.00           168  offer id      M  57
## 1759 offer completed        26.25           630  offer_id      M  32
## 1760    offer viewed         8.50           204  offer id      M  53
## 1761 offer completed        17.75           426  offer_id      M  64
## 1762 offer completed        16.00           384  offer_id      M  63
## 1763 offer completed        22.25           534  offer_id      F  58
## 1764  offer received        17.00           408  offer id      M  34
## 1765  offer received        14.00           336  offer id      M  43
## 1766  offer received         0.00             0  offer id      M  46
## 1767 offer completed         7.00           168  offer_id      F  68
## 1768  offer received        24.00           576  offer id      F  85
## 1769  offer received         7.00           168  offer id      F  50
## 1770  offer received        17.00           408  offer id      F  30
## 1771  offer received         0.00             0  offer id      M  68
## 1772  offer received        14.00           336  offer id      M  41
## 1773 offer completed         6.50           156  offer_id      F  54
## 1774    offer viewed        24.75           594  offer id      F  72
## 1775  offer received        17.00           408  offer id      F  72
## 1776  offer received        24.00           576  offer id      F  72
## 1777 offer completed        18.25           438  offer_id      M  41
## 1778    offer viewed         5.50           132  offer id      M  60
## 1779 offer completed        12.50           300  offer_id      F  38
## 1780 offer completed        15.75           378  offer_id      F  55
## 1781  offer received         7.00           168  offer id      M  72
## 1782 offer completed        17.50           420  offer_id      F  53
## 1783  offer received        24.00           576  offer id      F  81
## 1784    offer viewed         9.25           222  offer id      M  39
## 1785  offer received         0.00             0  offer id      M  65
## 1786    offer viewed        25.25           606  offer id      M  47
## 1787  offer received         0.00             0  offer id      F  51
## 1788 offer completed        22.50           540  offer_id      F  79
## 1789    offer viewed        24.25           582  offer id      F  75
## 1790 offer completed        15.00           360  offer_id      M  50
## 1791  offer received        21.00           504  offer id      M  46
## 1792  offer received         7.00           168  offer id      M  45
## 1793 offer completed         8.50           204  offer_id      M  73
## 1794  offer received        17.00           408  offer id      M  47
## 1795 offer completed        22.50           540  offer_id      M  53
## 1796    offer viewed        21.50           516  offer id      M  19
## 1797  offer received        14.00           336  offer id      M  24
## 1798    offer viewed        26.50           636  offer id      F  65
## 1799  offer received        21.00           504  offer id      M  53
## 1800  offer received        24.00           576  offer id      M  53
## 1801 offer completed        27.50           660  offer_id      M  52
## 1802  offer received        21.00           504  offer id      F  38
## 1803 offer completed         7.50           180  offer_id      M  70
## 1804  offer received        14.00           336  offer id      F  50
## 1805 offer completed         9.75           234  offer_id      M  44
## 1806  offer received        17.00           408  offer id      F  50
## 1807 offer completed         6.50           156  offer_id      M  54
## 1808 offer completed        24.75           594  offer_id      M  55
## 1809  offer received        21.00           504  offer id      F  35
## 1810  offer received        17.00           408  offer id      F  63
## 1811    offer viewed        14.00           336  offer id      F  42
## 1812 offer completed        16.50           396  offer_id      F  57
## 1813  offer received        21.00           504  offer id      F  40
## 1814  offer received        24.00           576  offer id      M  24
## 1815  offer received         0.00             0  offer id      M  61
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## 1817    offer viewed        13.25           318  offer id      F  60
## 1818 offer completed         6.75           162  offer_id      M  27
## 1819 offer completed         1.50            36  offer_id      F  34
## 1820    offer viewed        24.75           594  offer id      M  45
## 1821  offer received        17.00           408  offer id      M  62
## 1822  offer received        17.00           408  offer id      F  68
## 1823  offer received         0.00             0  offer id      M  27
## 1824  offer received        14.00           336  offer id      M  69
## 1825 offer completed        11.50           276  offer_id      F  58
## 1826    offer viewed        22.00           528  offer id      M  55
## 1827  offer received        17.00           408  offer id      M  49
## 1828    offer viewed        24.50           588  offer id      F  70
## 1829    offer viewed        19.00           456  offer id      M  31
## 1830 offer completed        24.00           576  offer_id      M  57
## 1831 offer completed        14.00           336  offer_id      F  94
## 1832  offer received         0.00             0  offer id      F  84
## 1833 offer completed         1.25            30  offer_id      F  79
## 1834  offer received        14.00           336  offer id      F  60
## 1835  offer received         0.00             0  offer id      F  64
## 1836  offer received         0.00             0  offer id      M  27
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## 1838 offer completed        26.75           642  offer_id      F  79
## 1839  offer received        14.00           336  offer id      M  67
## 1840    offer viewed         8.00           192  offer id      F  33
## 1841 offer completed        19.00           456  offer_id      F  48
## 1842  offer received        14.00           336  offer id      M  39
## 1843  offer received         7.00           168  offer id      M  28
## 1844  offer received        24.00           576  offer id      M  62
## 1845  offer received        17.00           408  offer id      M  60
## 1846 offer completed        18.25           438  offer_id      F  23
## 1847  offer received        24.00           576  offer id      M  48
## 1848  offer received         0.00             0  offer id      F  59
## 1849  offer received         7.00           168  offer id      F  61
## 1850  offer received        24.00           576  offer id      F  30
## 1851  offer received        14.00           336  offer id      M  40
## 1852    offer viewed        10.50           252  offer id      F  82
## 1853    offer viewed        14.00           336  offer id      M  50
## 1854 offer completed        14.50           348  offer_id      M  70
## 1855    offer viewed        20.50           492  offer id      M  79
## 1856  offer received        17.00           408  offer id      M  70
## 1857  offer received         0.00             0  offer id      M  24
## 1858 offer completed        18.50           444  offer_id      M  47
## 1859  offer received        21.00           504  offer id      M  63
## 1860  offer received         7.00           168  offer id      F  61
## 1861 offer completed        21.25           510  offer_id      F  72
## 1862    offer viewed        18.25           438  offer id      F  56
## 1863 offer completed        17.25           414  offer_id      M  57
## 1864  offer received        14.00           336  offer id      F  74
## 1865  offer received        17.00           408  offer id      F  24
## 1866  offer received         7.00           168  offer id      F  58
## 1867    offer viewed        24.00           576  offer id      M  58
## 1868    offer viewed        25.50           612  offer id      M  85
## 1869 offer completed         4.50           108  offer_id      M  53
## 1870  offer received        17.00           408  offer id      F  46
## 1871 offer completed        18.75           450  offer_id      M  77
## 1872  offer received        24.00           576  offer id      M  36
## 1873  offer received        21.00           504  offer id      F  64
## 1874  offer received        14.00           336  offer id      M  23
## 1875    offer viewed        11.50           276  offer id      F  32
## 1876  offer received        24.00           576  offer id      O  35
## 1877  offer received        14.00           336  offer id      M  53
## 1878    offer viewed        17.50           420  offer id      M  44
## 1879 offer completed        18.25           438  offer_id      M  63
## 1880 offer completed        17.25           414  offer_id      F  65
## 1881    offer viewed        23.75           570  offer id      M  55
## 1882    offer viewed        28.50           684  offer id      F  66
## 1883 offer completed         7.75           186  offer_id      F  89
## 1884 offer completed         7.50           180  offer_id      F  59
## 1885 offer completed        26.50           636  offer_id      F  77
## 1886 offer completed        22.50           540  offer_id      F  53
## 1887 offer completed        26.75           642  offer_id      F  49
## 1888 offer completed        22.50           540  offer_id      M  22
## 1889  offer received        17.00           408  offer id      M  65
## 1890  offer received         7.00           168  offer id      M  66
## 1891 offer completed        24.00           576  offer_id      M  31
## 1892  offer received        21.00           504  offer id      M  73
## 1893 offer completed        14.25           342  offer_id      M  59
## 1894 offer completed        21.25           510  offer_id      M  59
## 1895  offer received        14.00           336  offer id      M  73
## 1896  offer received        21.00           504  offer id      M  52
## 1897    offer viewed        21.25           510  offer id      M  44
## 1898  offer received         0.00             0  offer id      F  49
## 1899 offer completed        20.50           492  offer_id      M  33
## 1900  offer received        14.00           336  offer id      F  64
## 1901  offer received        14.00           336  offer id      F  56
## 1902  offer received         7.00           168  offer id      M  45
## 1903  offer received         0.00             0  offer id      F  83
## 1904 offer completed        29.50           708  offer_id      F  51
## 1905    offer viewed        14.00           336  offer id      M  73
## 1906  offer received        21.00           504  offer id      F  28
## 1907  offer received        17.00           408  offer id      F  56
## 1908  offer received        24.00           576  offer id      F  84
## 1909  offer received         7.00           168  offer id      F  58
## 1910 offer completed        23.50           564  offer_id      F  61
## 1911 offer completed         5.75           138  offer_id      M  43
## 1912  offer received         0.00             0  offer id      F  35
## 1913  offer received        14.00           336  offer id      O  47
## 1914  offer received        21.00           504  offer id      M  56
## 1915  offer received        17.00           408  offer id      M  61
## 1916  offer received         0.00             0  offer id      F  44
## 1917  offer received         0.00             0  offer id      M  63
## 1918  offer received        21.00           504  offer id      F  49
## 1919  offer received        24.00           576  offer id      F  49
## 1920    offer viewed        24.25           582  offer id      M  37
## 1921  offer received        14.00           336  offer id      M  54
## 1922 offer completed        14.25           342  offer_id      M  48
## 1923    offer viewed         1.75            42  offer id      M  59
## 1924    offer viewed         2.00            48  offer id      M  56
## 1925  offer received        24.00           576  offer id      M  18
## 1926  offer received        21.00           504  offer id      M  63
## 1927 offer completed        24.50           588  offer_id      M  55
## 1928 offer completed        14.00           336  offer_id      F  70
## 1929  offer received         7.00           168  offer id      F  76
## 1930    offer viewed         2.00            48  offer id      F  52
## 1931  offer received        21.00           504  offer id      M  23
## 1932  offer received        14.00           336  offer id      F  54
## 1933  offer received         7.00           168  offer id      F  70
## 1934    offer viewed        21.50           516  offer id      F  56
## 1935    offer viewed        25.25           606  offer id      M  60
## 1936 offer completed        22.50           540  offer_id      F  63
## 1937    offer viewed        12.25           294  offer id      M  45
## 1938 offer completed        19.75           474  offer_id      M  39
## 1939  offer received        21.00           504  offer id      F  59
## 1940  offer received        21.00           504  offer id      M  66
## 1941 offer completed         3.00            72  offer_id      M  73
## 1942  offer received         7.00           168  offer id      M  42
## 1943 offer completed        23.50           564  offer_id      M  56
## 1944  offer received        14.00           336  offer id      M  83
## 1945  offer received        14.00           336  offer id      F  85
## 1946  offer received        24.00           576  offer id      M  33
## 1947  offer received        17.00           408  offer id      M  69
## 1948 offer completed        22.25           534  offer_id      F  45
## 1949  offer received        24.00           576  offer id      M  60
## 1950  offer received        14.00           336  offer id      F  56
## 1951  offer received        21.00           504  offer id      M  37
## 1952    offer viewed         3.00            72  offer id      F  69
## 1953  offer received        14.00           336  offer id      M  27
## 1954  offer received        24.00           576  offer id      M  61
## 1955 offer completed        22.75           546  offer_id      M  69
## 1956    offer viewed         8.00           192  offer id      O  74
## 1957 offer completed        11.25           270  offer_id      M  71
## 1958  offer received        21.00           504  offer id      F  24
## 1959 offer completed        16.50           396  offer_id      M  40
## 1960  offer received        14.00           336  offer id      F  36
## 1961 offer completed        19.25           462  offer_id      M  43
## 1962    offer viewed        26.00           624  offer id      F  68
## 1963  offer received        21.00           504  offer id      M  71
## 1964 offer completed        27.25           654  offer_id      M  67
## 1965 offer completed         0.75            18  offer_id      M  72
## 1966  offer received        21.00           504  offer id      M  59
## 1967 offer completed        21.25           510  offer_id      F  82
## 1968  offer received         7.00           168  offer id      M  64
## 1969    offer viewed        21.50           516  offer id      F  84
## 1970  offer received         7.00           168  offer id      M  31
## 1971  offer received         7.00           168  offer id      M  48
## 1972  offer received        14.00           336  offer id      M  47
## 1973  offer received        14.00           336  offer id      M  48
## 1974    offer viewed         5.50           132  offer id      F  64
## 1975    offer viewed        17.00           408  offer id      F  58
## 1976    offer viewed        17.00           408  offer id      F  59
## 1977 offer completed         9.25           222  offer_id      F  51
## 1978 offer completed         5.50           132  offer_id      M  71
## 1979  offer received         0.00             0  offer id      M  62
## 1980  offer received        21.00           504  offer id      M  23
## 1981 offer completed        17.25           414  offer_id      M  60
## 1982  offer received        14.00           336  offer id      F  33
## 1983  offer received        17.00           408  offer id      M  39
## 1984 offer completed        17.50           420  offer_id      F  56
## 1985  offer received         7.00           168  offer id      F  39
## 1986  offer received        14.00           336  offer id      M  53
## 1987  offer received        24.00           576  offer id      F  49
## 1988  offer received        21.00           504  offer id      F  52
## 1989 offer completed        24.00           576  offer_id      M  59
## 1990 offer completed        19.75           474  offer_id      M  64
## 1991  offer received         0.00             0  offer id      F  93
## 1992    offer viewed        22.50           540  offer id      F  64
## 1993  offer received        24.00           576  offer id      F  40
## 1994 offer completed        17.25           414  offer_id      M  65
## 1995  offer received        14.00           336  offer id      F  48
## 1996  offer received        17.00           408  offer id      M  74
## 1997    offer viewed         5.75           138  offer id      F  61
## 1998 offer completed        21.50           516  offer_id      M  36
## 1999  offer received        14.00           336  offer id      F  65
## 2000 offer completed         9.00           216  offer_id      M  55
## 2001 offer completed        19.50           468  offer_id      M  42
## 2002  offer received        14.00           336  offer id      F  30
## 2003  offer received        14.00           336  offer id      M  23
## 2004  offer received         0.00             0  offer id      M  65
## 2005 offer completed        18.00           432  offer_id      F  58
## 2006  offer received         7.00           168  offer id      M  48
## 2007    offer viewed        23.25           558  offer id      F  62
## 2008  offer received         7.00           168  offer id      F  54
## 2009  offer received         7.00           168  offer id      M  54
## 2010    offer viewed         9.25           222  offer id      F  55
## 2011  offer received         0.00             0  offer id      M  31
## 2012  offer received        24.00           576  offer id      M  70
## 2013  offer received        24.00           576  offer id      M  47
## 2014  offer received        21.00           504  offer id      M  62
## 2015    offer viewed        12.50           300  offer id      F  57
## 2016 offer completed         5.50           132  offer_id      F  69
## 2017 offer completed        21.75           522  offer_id      F  63
## 2018  offer received         0.00             0  offer id      F  33
## 2019    offer viewed        19.00           456  offer id      M  38
## 2020  offer received        24.00           576  offer id      F  57
## 2021  offer received         7.00           168  offer id      F  79
## 2022  offer received        24.00           576  offer id      F  56
## 2023  offer received        21.00           504  offer id      F  76
## 2024    offer viewed        15.00           360  offer id      F  52
## 2025  offer received        21.00           504  offer id      F  49
## 2026 offer completed        25.75           618  offer_id      F  59
## 2027  offer received         0.00             0  offer id      M  59
## 2028  offer received        17.00           408  offer id      M  34
## 2029 offer completed        25.00           600  offer_id      M  62
## 2030  offer received        17.00           408  offer id      M  93
## 2031    offer viewed         2.00            48  offer id      M  69
## 2032 offer completed        16.25           390  offer_id      M  57
## 2033 offer completed        27.75           666  offer_id      M  25
## 2034    offer viewed         9.50           228  offer id      M  63
## 2035  offer received        14.00           336  offer id      M  59
## 2036  offer received        21.00           504  offer id      M  39
## 2037  offer received        24.00           576  offer id      M  72
## 2038  offer received        17.00           408  offer id      F  83
## 2039  offer received         0.00             0  offer id      F  90
## 2040  offer received        14.00           336  offer id      M  78
## 2041 offer completed        22.00           528  offer_id      M  40
## 2042  offer received        14.00           336  offer id      M  74
## 2043  offer received         0.00             0  offer id      M  62
## 2044 offer completed        16.00           384  offer_id      M  72
## 2045  offer received         7.00           168  offer id      F  34
## 2046  offer received        14.00           336  offer id      F  57
## 2047 offer completed        19.75           474  offer_id      M  66
## 2048 offer completed        15.00           360  offer_id      M  59
## 2049 offer completed        20.50           492  offer_id      M  23
## 2050  offer received         7.00           168  offer id      M  25
## 2051 offer completed        17.00           408  offer_id      M  68
## 2052  offer received        21.00           504  offer id      M  37
## 2053    offer viewed         9.75           234  offer id      F  69
## 2054  offer received        14.00           336  offer id      M  82
## 2055 offer completed         9.75           234  offer_id      M  44
## 2056    offer viewed        27.75           666  offer id      M  41
## 2057  offer received        17.00           408  offer id      M  67
## 2058 offer completed        10.75           258  offer_id      F  30
## 2059 offer completed         1.00            24  offer_id      F  84
## 2060  offer received        24.00           576  offer id      M  64
## 2061    offer viewed         9.75           234  offer id      M  54
## 2062  offer received        14.00           336  offer id      M  51
## 2063  offer received         0.00             0  offer id      M  43
## 2064    offer viewed        27.00           648  offer id      M  54
## 2065 offer completed        24.00           576  offer_id      M  50
## 2066  offer received        21.00           504  offer id      O  60
## 2067 offer completed        24.00           576  offer_id      M  54
## 2068  offer received         7.00           168  offer id      M  24
## 2069 offer completed         7.75           186  offer_id      M  54
## 2070  offer received         0.00             0  offer id      M  61
## 2071  offer received        24.00           576  offer id      F  53
## 2072 offer completed         3.25            78  offer_id      M  53
## 2073  offer received         7.00           168  offer id      M  24
## 2074    offer viewed        24.50           588  offer id      M  61
## 2075  offer received        17.00           408  offer id      F  55
## 2076  offer received         0.00             0  offer id      M  77
## 2077  offer received        21.00           504  offer id      M  73
## 2078  offer received        14.00           336  offer id      F  71
## 2079 offer completed         5.25           126  offer_id      M  77
## 2080  offer received        14.00           336  offer id      M  58
## 2081  offer received        14.00           336  offer id      M  29
## 2082 offer completed        19.00           456  offer_id      O  56
## 2083 offer completed         9.25           222  offer_id      M  39
## 2084  offer received        14.00           336  offer id      F  26
## 2085 offer completed        18.50           444  offer_id      F  52
## 2086  offer received        21.00           504  offer id      M  25
## 2087  offer received        17.00           408  offer id      M  58
## 2088    offer viewed        23.75           570  offer id      F  36
## 2089  offer received        14.00           336  offer id      M  63
## 2090  offer received        24.00           576  offer id      M  86
## 2091 offer completed         6.00           144  offer_id      M  38
## 2092 offer completed        29.00           696  offer_id      F  55
## 2093  offer received        17.00           408  offer id      M  56
## 2094  offer received        24.00           576  offer id      M  40
## 2095  offer received        14.00           336  offer id      M  86
## 2096 offer completed        17.25           414  offer_id      M  54
## 2097 offer completed         2.25            54  offer_id      F  49
## 2098  offer received        17.00           408  offer id      F  39
## 2099 offer completed         9.75           234  offer_id      F  72
## 2100  offer received        24.00           576  offer id      F  70
## 2101  offer received        14.00           336  offer id      F  61
## 2102 offer completed        20.00           480  offer_id      F  22
## 2103  offer received         0.00             0  offer id      F  82
## 2104    offer viewed        27.75           666  offer id      M  73
## 2105 offer completed        25.00           600  offer_id      F  69
## 2106  offer received        14.00           336  offer id      M  71
## 2107  offer received        24.00           576  offer id      F  36
## 2108  offer received        24.00           576  offer id      M  44
## 2109  offer received        17.00           408  offer id      M  63
## 2110  offer received        21.00           504  offer id      M  54
## 2111  offer received        14.00           336  offer id      F  84
## 2112  offer received        24.00           576  offer id      F  53
## 2113    offer viewed        24.00           576  offer id      F  53
## 2114  offer received        21.00           504  offer id      F  25
## 2115    offer viewed        23.00           552  offer id      M  40
## 2116 offer completed        14.75           354  offer_id      M  72
## 2117  offer received        17.00           408  offer id      M  28
## 2118 offer completed         7.00           168  offer_id      F  55
## 2119    offer viewed         7.50           180  offer id      F  70
## 2120  offer received        14.00           336  offer id      M  29
## 2121 offer completed        27.50           660  offer_id      F  54
## 2122  offer received        17.00           408  offer id      M  72
## 2123    offer viewed         8.00           192  offer id      M  44
## 2124  offer received        21.00           504  offer id      M  71
## 2125    offer viewed         3.75            90  offer id      F  78
## 2126  offer received        21.00           504  offer id      F  79
## 2127    offer viewed        14.00           336  offer id      M  53
## 2128  offer received        14.00           336  offer id      F  67
## 2129  offer received         0.00             0  offer id      M  45
## 2130  offer received        24.00           576  offer id      O  58
## 2131    offer viewed        23.25           558  offer id      M  45
## 2132 offer completed        26.75           642  offer_id      F  73
## 2133 offer completed        25.75           618  offer_id      F  39
## 2134    offer viewed         1.00            24  offer id      M  52
## 2135  offer received         0.00             0  offer id      F  54
## 2136 offer completed         1.50            36  offer_id      M  81
## 2137 offer completed         4.75           114  offer_id      F  79
## 2138  offer received        21.00           504  offer id      F  85
## 2139 offer completed        24.00           576  offer_id      M  19
## 2140 offer completed        14.50           348  offer_id      M  46
## 2141  offer received         7.00           168  offer id      F  51
## 2142  offer received        17.00           408  offer id      F  48
## 2143 offer completed        19.00           456  offer_id      M  46
## 2144  offer received        17.00           408  offer id      M  44
## 2145  offer received        17.00           408  offer id      F  51
## 2146  offer received         7.00           168  offer id      M  78
## 2147 offer completed        17.00           408  offer_id      M  40
## 2148 offer completed        21.50           516  offer_id      F  72
## 2149  offer received        14.00           336  offer id      F  75
## 2150    offer viewed        17.25           414  offer id      M  39
## 2151  offer received        14.00           336  offer id      F  48
## 2152  offer received         0.00             0  offer id      F  77
## 2153 offer completed        26.25           630  offer_id      M  55
## 2154    offer viewed         0.50            12  offer id      M  29
## 2155  offer received        17.00           408  offer id      M  64
## 2156 offer completed        14.25           342  offer_id      M  74
## 2157  offer received        14.00           336  offer id      M  45
## 2158 offer completed        19.75           474  offer_id      F  80
## 2159    offer viewed        26.00           624  offer id      O  58
## 2160  offer received        14.00           336  offer id      M  70
## 2161  offer received         7.00           168  offer id      F  23
## 2162  offer received        17.00           408  offer id      M  50
## 2163  offer received        17.00           408  offer id      M  38
## 2164  offer received        17.00           408  offer id      M  41
## 2165 offer completed        28.00           672  offer_id      M  69
## 2166    offer viewed        18.00           432  offer id      M  76
## 2167    offer viewed         7.00           168  offer id      M  56
## 2168  offer received         0.00             0  offer id      F  45
## 2169  offer received         0.00             0  offer id      M  26
## 2170  offer received        24.00           576  offer id      M  63
## 2171  offer received        17.00           408  offer id      M  71
## 2172  offer received        21.00           504  offer id      F  81
## 2173  offer received        21.00           504  offer id      M  87
## 2174  offer received        17.00           408  offer id      F  42
## 2175  offer received         7.00           168  offer id      M  33
## 2176  offer received         0.00             0  offer id      M  36
## 2177  offer received         0.00             0  offer id      F  57
## 2178  offer received        21.00           504  offer id      M  19
## 2179  offer received        14.00           336  offer id      M  76
## 2180  offer received        17.00           408  offer id      M  42
## 2181  offer received         0.00             0  offer id      M  32
## 2182 offer completed        18.25           438  offer_id      M  48
## 2183  offer received        14.00           336  offer id      F  44
## 2184 offer completed        20.00           480  offer_id      M  64
## 2185  offer received        21.00           504  offer id      M  45
## 2186    offer viewed         7.25           174  offer id      M  64
## 2187  offer received        17.00           408  offer id      F  39
## 2188 offer completed        15.25           366  offer_id      F  39
## 2189 offer completed        28.25           678  offer_id      F  19
## 2190    offer viewed        24.50           588  offer id      F  62
## 2191  offer received        17.00           408  offer id      M  74
## 2192    offer viewed         7.00           168  offer id      F  24
## 2193  offer received        17.00           408  offer id      O  50
## 2194  offer received        24.00           576  offer id      F  90
## 2195  offer received        17.00           408  offer id      M  63
## 2196  offer received        17.00           408  offer id      F  52
## 2197  offer received        21.00           504  offer id      F  48
## 2198 offer completed        18.00           432  offer_id      F  80
## 2199 offer completed         2.75            66  offer_id      F  48
## 2200  offer received        17.00           408  offer id      M  85
## 2201 offer completed        25.50           612  offer_id      M  39
## 2202    offer viewed        23.50           564  offer id      M  50
## 2203  offer received        24.00           576  offer id      M  60
## 2204  offer received        17.00           408  offer id      M  66
## 2205  offer received        24.00           576  offer id      M  57
## 2206 offer completed        28.25           678  offer_id      M  49
## 2207  offer received        17.00           408  offer id      M  33
## 2208    offer viewed        17.00           408  offer id      M  44
## 2209  offer received         0.00             0  offer id      M  47
## 2210  offer received         0.00             0  offer id      F  50
## 2211 offer completed        12.25           294  offer_id      M  42
## 2212  offer received         0.00             0  offer id      F  50
## 2213  offer received        17.00           408  offer id      M  90
## 2214  offer received         7.00           168  offer id      M  51
## 2215  offer received         0.00             0  offer id      M  56
## 2216  offer received        24.00           576  offer id      M  70
## 2217 offer completed        12.25           294  offer_id      M  51
## 2218 offer completed        17.00           408  offer_id      M  44
## 2219 offer completed        14.75           354  offer_id      M  40
## 2220 offer completed        26.25           630  offer_id      M  43
## 2221  offer received        21.00           504  offer id      M  42
## 2222 offer completed        11.00           264  offer_id      M  97
## 2223  offer received        24.00           576  offer id      M  60
## 2224    offer viewed        14.25           342  offer id      M  53
## 2225    offer viewed        15.00           360  offer id      F  79
## 2226  offer received        17.00           408  offer id      M  43
## 2227  offer received         0.00             0  offer id      F  67
## 2228  offer received         7.00           168  offer id      F  82
## 2229  offer received         7.00           168  offer id      F  56
## 2230  offer received        14.00           336  offer id      F  74
## 2231    offer viewed        14.50           348  offer id      F  65
## 2232  offer received        14.00           336  offer id      M  23
## 2233  offer received        24.00           576  offer id      F  83
## 2234  offer received         0.00             0  offer id      F  50
## 2235  offer received        14.00           336  offer id      M  37
## 2236 offer completed         2.75            66  offer_id      F  50
## 2237  offer received         7.00           168  offer id      F  49
## 2238  offer received        14.00           336  offer id      F  49
## 2239    offer viewed        13.25           318  offer id      M  63
## 2240  offer received         7.00           168  offer id      M  62
## 2241  offer received        14.00           336  offer id      M  77
## 2242  offer received        21.00           504  offer id      F  68
## 2243 offer completed        10.00           240  offer_id      M  52
## 2244 offer completed        20.00           480  offer_id      F  24
## 2245 offer completed        21.75           522  offer_id      F  62
## 2246 offer completed        19.25           462  offer_id      F  78
## 2247  offer received        21.00           504  offer id      M  58
## 2248  offer received        24.00           576  offer id      M  63
## 2249    offer viewed         8.00           192  offer id      F  56
## 2250  offer received        14.00           336  offer id      M  58
## 2251 offer completed         3.00            72  offer_id      M  43
## 2252  offer received        14.00           336  offer id      M  42
## 2253  offer received        17.00           408  offer id      M  62
## 2254  offer received        21.00           504  offer id      F  58
## 2255    offer viewed        17.50           420  offer id      M  82
## 2256    offer viewed         8.50           204  offer id      M  55
## 2257    offer viewed        14.50           348  offer id      M  42
## 2258 offer completed        18.25           438  offer_id      M  60
## 2259 offer completed        22.50           540  offer_id      F  73
## 2260 offer completed        16.00           384  offer_id      F  63
## 2261 offer completed        16.75           402  offer_id      F  64
## 2262  offer received         0.00             0  offer id      F  48
## 2263  offer received         7.00           168  offer id      M  38
## 2264  offer received         0.00             0  offer id      F  49
## 2265  offer received        14.00           336  offer id      F  67
## 2266 offer completed         8.75           210  offer_id      F  74
## 2267 offer completed        25.75           618  offer_id      M  45
## 2268    offer viewed        21.75           522  offer id      M  55
## 2269  offer received        17.00           408  offer id      M  44
## 2270    offer viewed        28.50           684  offer id      M  81
## 2271    offer viewed        20.75           498  offer id      M  73
## 2272  offer received        17.00           408  offer id      F  53
## 2273    offer viewed        21.50           516  offer id      M  52
## 2274  offer received        17.00           408  offer id      F  63
## 2275 offer completed         4.25           102  offer_id      F  49
## 2276    offer viewed        17.25           414  offer id      M  44
## 2277  offer received        14.00           336  offer id      F  39
## 2278  offer received         7.00           168  offer id      M  74
## 2279  offer received         7.00           168  offer id      M  46
## 2280  offer received        21.00           504  offer id      M  66
## 2281  offer received        17.00           408  offer id      M  35
## 2282  offer received         0.00             0  offer id      F  61
## 2283    offer viewed        19.50           468  offer id      M  41
## 2284  offer received        21.00           504  offer id      M  83
## 2285    offer viewed        25.50           612  offer id      M  66
## 2286    offer viewed         0.75            18  offer id      F  43
## 2287    offer viewed        16.75           402  offer id      F  74
## 2288  offer received         0.00             0  offer id      F  53
## 2289 offer completed        19.50           468  offer_id      M  41
## 2290  offer received        24.00           576  offer id      M  20
## 2291    offer viewed        11.00           264  offer id      M  84
## 2292  offer received        21.00           504  offer id      F  96
## 2293  offer received        14.00           336  offer id      F  75
## 2294  offer received        14.00           336  offer id      M  40
## 2295  offer received         7.00           168  offer id      F  71
## 2296  offer received        17.00           408  offer id      M  50
## 2297    offer viewed        23.25           558  offer id      O  34
## 2298 offer completed        20.50           492  offer_id      F  63
## 2299  offer received         7.00           168  offer id      M  78
## 2300  offer received        17.00           408  offer id      F  49
## 2301  offer received        17.00           408  offer id      F  85
## 2302    offer viewed        26.00           624  offer id      M  61
## 2303  offer received         0.00             0  offer id      F  65
## 2304  offer received        24.00           576  offer id      M  55
## 2305  offer received        21.00           504  offer id      F  67
## 2306  offer received        24.00           576  offer id      F  45
## 2307  offer received        17.00           408  offer id      F  70
## 2308  offer received        17.00           408  offer id      F  45
## 2309  offer received        17.00           408  offer id      F  25
## 2310 offer completed        19.75           474  offer_id      M  82
## 2311    offer viewed         8.25           198  offer id      F  54
## 2312  offer received         7.00           168  offer id      F  60
## 2313  offer received         0.00             0  offer id      F  53
## 2314  offer received        17.00           408  offer id      F  24
## 2315 offer completed        11.75           282  offer_id      F  58
## 2316    offer viewed        22.25           534  offer id      F  45
## 2317 offer completed         4.75           114  offer_id      F  24
## 2318  offer received         7.00           168  offer id      M  36
## 2319    offer viewed         7.75           186  offer id      F  42
## 2320  offer received        24.00           576  offer id      M  49
## 2321  offer received        14.00           336  offer id      F  94
## 2322 offer completed        20.50           492  offer_id      M  67
## 2323  offer received        14.00           336  offer id      M  76
## 2324 offer completed         3.00            72  offer_id      M  57
## 2325  offer received        14.00           336  offer id      F  73
## 2326    offer viewed         2.75            66  offer id      M  26
## 2327    offer viewed        26.00           624  offer id      F  71
## 2328  offer received         7.00           168  offer id      M  79
## 2329 offer completed        20.25           486  offer_id      F  94
## 2330    offer viewed         7.00           168  offer id      F  76
## 2331  offer received         7.00           168  offer id      F  53
## 2332 offer completed        13.25           318  offer_id      M  75
## 2333    offer viewed        24.50           588  offer id      M  29
## 2334 offer completed         7.50           180  offer_id      M  40
## 2335  offer received        24.00           576  offer id      M  25
## 2336  offer received        24.00           576  offer id      M  40
## 2337 offer completed        11.50           276  offer_id      M  58
## 2338  offer received        24.00           576  offer id      M  27
## 2339  offer received         0.00             0  offer id      F  95
## 2340  offer received         0.00             0  offer id      M  27
## 2341 offer completed        26.25           630  offer_id      F  54
## 2342    offer viewed        19.25           462  offer id      F  71
## 2343  offer received         0.00             0  offer id      F  63
## 2344    offer viewed        24.25           582  offer id      M  57
## 2345  offer received        14.00           336  offer id      M  68
## 2346  offer received        14.00           336  offer id      M  61
## 2347  offer received        24.00           576  offer id      F  55
## 2348 offer completed        17.75           426  offer_id      F  36
## 2349 offer completed        25.00           600  offer_id      F 100
## 2350    offer viewed        18.00           432  offer id      M  75
## 2351  offer received        17.00           408  offer id      F  75
## 2352  offer received        21.00           504  offer id      M  48
## 2353  offer received         0.00             0  offer id      M  42
## 2354  offer received        17.00           408  offer id      F  67
## 2355 offer completed         0.25             6  offer_id      M  66
## 2356  offer received        17.00           408  offer id      F  51
## 2357 offer completed        10.75           258  offer_id      M  49
## 2358  offer received        24.00           576  offer id      M  51
## 2359  offer received        14.00           336  offer id      F  20
## 2360 offer completed         7.75           186  offer_id      F  79
## 2361 offer completed        10.25           246  offer_id      M  32
## 2362  offer received        14.00           336  offer id      F  62
## 2363  offer received        14.00           336  offer id      F  78
## 2364  offer received        21.00           504  offer id      M  51
## 2365    offer viewed         9.50           228  offer id      F  51
## 2366  offer received         7.00           168  offer id      M  28
## 2367  offer received        24.00           576  offer id      F  24
## 2368 offer completed        28.75           690  offer_id      M  54
## 2369  offer received        17.00           408  offer id      F  52
## 2370 offer completed        19.25           462  offer_id      M  55
## 2371  offer received        14.00           336  offer id      F  37
## 2372  offer received        17.00           408  offer id      M  59
## 2373  offer received        24.00           576  offer id      F  48
## 2374    offer viewed        28.75           690  offer id      F  88
## 2375  offer received         7.00           168  offer id      F  57
## 2376  offer received        17.00           408  offer id      M  38
## 2377    offer viewed        26.25           630  offer id      M  59
## 2378 offer completed        24.25           582  offer_id      M  59
## 2379  offer received        21.00           504  offer id      M  76
## 2380  offer received        21.00           504  offer id      M  63
## 2381 offer completed        24.25           582  offer_id      M  59
## 2382  offer received         0.00             0  offer id      M  29
## 2383  offer received        21.00           504  offer id      F  60
## 2384    offer viewed        29.75           714  offer id      F  58
## 2385  offer received        17.00           408  offer id      M  68
## 2386 offer completed        26.00           624  offer_id      F  59
## 2387  offer received         7.00           168  offer id      F  53
## 2388  offer received         7.00           168  offer id      M  83
## 2389  offer received        21.00           504  offer id      M  21
## 2390 offer completed        25.25           606  offer_id      F  28
## 2391 offer completed        17.50           420  offer_id      F  71
## 2392  offer received        17.00           408  offer id      F  39
## 2393 offer completed        10.00           240  offer_id      F  57
## 2394 offer completed        11.00           264  offer_id      F  34
## 2395 offer completed        19.50           468  offer_id      M  60
## 2396 offer completed        29.50           708  offer_id      M  85
## 2397  offer received        24.00           576  offer id      M  42
## 2398  offer received        21.00           504  offer id      M  51
## 2399    offer viewed         0.00             0  offer id      F  47
## 2400    offer viewed        26.75           642  offer id      M  64
## 2401 offer completed        19.50           468  offer_id      M  57
## 2402  offer received        17.00           408  offer id      M  46
## 2403    offer viewed         0.50            12  offer id      M  18
## 2404 offer completed        23.00           552  offer_id      M  51
## 2405  offer received        24.00           576  offer id      F  68
## 2406 offer completed         2.00            48  offer_id      F  37
## 2407 offer completed        15.25           366  offer_id      F  24
## 2408    offer viewed        21.00           504  offer id      F  46
## 2409 offer completed        25.75           618  offer_id      M  59
## 2410    offer viewed         3.50            84  offer id      F  57
## 2411    offer viewed        23.50           564  offer id      F  94
## 2412 offer completed        19.25           462  offer_id      F  48
## 2413  offer received        24.00           576  offer id      M  66
## 2414  offer received        14.00           336  offer id      M  53
## 2415  offer received        17.00           408  offer id      F  19
## 2416    offer viewed        17.00           408  offer id      M  43
## 2417  offer received        21.00           504  offer id      M  52
## 2418    offer viewed        15.75           378  offer id      M  25
## 2419  offer received        21.00           504  offer id      M  71
## 2420  offer received        17.00           408  offer id      M  23
## 2421  offer received        17.00           408  offer id      M  65
## 2422    offer viewed         0.75            18  offer id      F  55
## 2423  offer received        21.00           504  offer id      M  67
## 2424    offer viewed        13.50           324  offer id      F  79
## 2425  offer received        17.00           408  offer id      M  58
## 2426  offer received         7.00           168  offer id      M  23
## 2427  offer received         0.00             0  offer id      F  84
## 2428  offer received        21.00           504  offer id      F  63
## 2429  offer received        14.00           336  offer id      F  35
## 2430  offer received        21.00           504  offer id      M  61
## 2431  offer received         7.00           168  offer id      F  53
## 2432  offer received        24.00           576  offer id      M  45
## 2433 offer completed        15.75           378  offer_id      F  59
## 2434  offer received        17.00           408  offer id      F  67
## 2435  offer received         7.00           168  offer id      M  53
## 2436  offer received        17.00           408  offer id      F  57
## 2437    offer viewed        25.25           606  offer id      M  58
## 2438  offer received        24.00           576  offer id      F  53
## 2439  offer received        14.00           336  offer id      F  56
## 2440 offer completed         8.75           210  offer_id      F  53
## 2441  offer received         0.00             0  offer id      F  57
## 2442 offer completed        19.25           462  offer_id      M  32
## 2443  offer received        17.00           408  offer id      M  70
## 2444  offer received         0.00             0  offer id      M  27
## 2445  offer received        14.00           336  offer id      M  56
## 2446  offer received        21.00           504  offer id      F  67
## 2447  offer received         0.00             0  offer id      F  57
## 2448  offer received         7.00           168  offer id      F  49
## 2449 offer completed        14.50           348  offer_id      M  92
## 2450  offer received        14.00           336  offer id      M  57
## 2451  offer received        24.00           576  offer id      F  60
## 2452  offer received         7.00           168  offer id      M  52
## 2453  offer received        21.00           504  offer id      F  49
## 2454    offer viewed        21.00           504  offer id      M  74
## 2455 offer completed        23.75           570  offer_id      M  58
## 2456  offer received        24.00           576  offer id      F  62
## 2457  offer received        24.00           576  offer id      M  56
## 2458 offer completed        23.00           552  offer_id      F  60
## 2459  offer received         7.00           168  offer id      M  43
## 2460 offer completed         7.75           186  offer_id      F  82
## 2461  offer received        17.00           408  offer id      M  81
## 2462 offer completed        15.75           378  offer_id      F  64
## 2463    offer viewed        14.50           348  offer id      F  61
## 2464  offer received        17.00           408  offer id      F  57
## 2465 offer completed        20.50           492  offer_id      F  70
## 2466 offer completed        15.75           378  offer_id      F  60
## 2467 offer completed         7.25           174  offer_id      M  45
## 2468  offer received        17.00           408  offer id      M  51
## 2469  offer received        24.00           576  offer id      F  62
## 2470 offer completed         8.75           210  offer_id      M  56
## 2471  offer received        17.00           408  offer id      M  36
## 2472    offer viewed         8.00           192  offer id      M  58
## 2473  offer received         0.00             0  offer id      F  35
## 2474  offer received        14.00           336  offer id      M  32
## 2475  offer received         7.00           168  offer id      F  59
## 2476    offer viewed        23.50           564  offer id      F  56
## 2477    offer viewed         1.00            24  offer id      M  41
## 2478  offer received        17.00           408  offer id      M  73
## 2479    offer viewed        19.00           456  offer id      O  51
## 2480    offer viewed        27.25           654  offer id      F  82
## 2481    offer viewed        18.75           450  offer id      F  70
## 2482 offer completed        25.25           606  offer_id      F  60
## 2483  offer received         0.00             0  offer id      M  25
## 2484  offer received         0.00             0  offer id      M  46
## 2485    offer viewed        22.75           546  offer id      F  59
## 2486    offer viewed         7.75           186  offer id      F  70
## 2487  offer received        21.00           504  offer id      M  67
## 2488  offer received        17.00           408  offer id      M  55
## 2489    offer viewed         8.00           192  offer id      F  76
## 2490  offer received         7.00           168  offer id      M  57
## 2491  offer received         7.00           168  offer id      M  69
## 2492  offer received         0.00             0  offer id      M  56
## 2493    offer viewed        21.75           522  offer id      F  35
## 2494  offer received         0.00             0  offer id      M  52
## 2495  offer received        14.00           336  offer id      F  67
## 2496  offer received        21.00           504  offer id      F  49
## 2497  offer received         7.00           168  offer id      M  23
## 2498  offer received         0.00             0  offer id      M  24
## 2499  offer received        14.00           336  offer id      M  66
## 2500  offer received        14.00           336  offer id      F  65
## 2501 offer completed        24.75           594  offer_id      F  64
## 2502  offer received        17.00           408  offer id      M  53
## 2503  offer received        14.00           336  offer id      F  49
## 2504 offer completed        29.50           708  offer_id      M  38
## 2505 offer completed        14.00           336  offer_id      F  67
## 2506  offer received        21.00           504  offer id      M  22
## 2507  offer received         7.00           168  offer id      M  94
## 2508  offer received        24.00           576  offer id      M  21
## 2509  offer received        24.00           576  offer id      F  65
## 2510  offer received        24.00           576  offer id      F  49
## 2511  offer received        24.00           576  offer id      M  83
## 2512  offer received        24.00           576  offer id      F  49
## 2513  offer received        14.00           336  offer id      M  39
## 2514    offer viewed        22.25           534  offer id      F  62
## 2515  offer received        21.00           504  offer id      F  39
## 2516    offer viewed        18.25           438  offer id      M  26
## 2517    offer viewed         8.25           198  offer id      F  36
## 2518  offer received        21.00           504  offer id      F  51
## 2519 offer completed        21.00           504  offer_id      M  65
## 2520  offer received         7.00           168  offer id      F  67
## 2521  offer received         7.00           168  offer id      F  69
## 2522  offer received         0.00             0  offer id      F  60
## 2523 offer completed         9.25           222  offer_id      M  77
## 2524 offer completed        24.00           576  offer_id      M  75
## 2525  offer received         7.00           168  offer id      F  58
## 2526 offer completed        15.50           372  offer_id      M  52
## 2527  offer received        17.00           408  offer id      M  47
## 2528  offer received        24.00           576  offer id      M  28
## 2529 offer completed        27.50           660  offer_id      M  52
## 2530    offer viewed        29.75           714  offer id      M  53
## 2531  offer received        24.00           576  offer id      M  24
## 2532  offer received        24.00           576  offer id      F  48
## 2533 offer completed        22.00           528  offer_id      F  76
## 2534  offer received        17.00           408  offer id      M  55
## 2535 offer completed        21.25           510  offer_id      M  25
## 2536  offer received        21.00           504  offer id      F  20
## 2537 offer completed        17.75           426  offer_id      M  40
## 2538  offer received        14.00           336  offer id      M  26
## 2539 offer completed        25.00           600  offer_id      F  45
## 2540  offer received        24.00           576  offer id      M  41
## 2541 offer completed         7.00           168  offer_id      M  56
## 2542 offer completed        13.25           318  offer_id      F  67
## 2543  offer received        21.00           504  offer id      F  37
## 2544  offer received        17.00           408  offer id      F  69
## 2545    offer viewed        14.00           336  offer id      F  37
## 2546  offer received        17.00           408  offer id      F  73
## 2547  offer received        21.00           504  offer id      M  74
## 2548 offer completed         7.00           168  offer_id      F 101
## 2549 offer completed         8.25           198  offer_id      F  67
## 2550  offer received        21.00           504  offer id      F  73
## 2551    offer viewed        14.00           336  offer id      F  72
## 2552  offer received        24.00           576  offer id      F  72
## 2553    offer viewed        14.75           354  offer id      M  52
## 2554    offer viewed        15.25           366  offer id      M  29
## 2555 offer completed        19.25           462  offer_id      F  62
## 2556 offer completed        11.75           282  offer_id      M  54
## 2557 offer completed        22.00           528  offer_id      F  49
## 2558    offer viewed        24.00           576  offer id      M  51
## 2559  offer received        17.00           408  offer id      M  75
## 2560    offer viewed        14.25           342  offer id      M  49
## 2561  offer received         0.00             0  offer id      M  55
## 2562  offer received        21.00           504  offer id      M  36
## 2563  offer received        17.00           408  offer id      F  72
## 2564  offer received         0.00             0  offer id      F  58
## 2565  offer received        14.00           336  offer id      M  76
## 2566    offer viewed        15.50           372  offer id      F  48
## 2567 offer completed        25.50           612  offer_id      F  56
## 2568 offer completed        27.50           660  offer_id      F  38
## 2569  offer received        24.00           576  offer id      M  45
## 2570    offer viewed        21.25           510  offer id      M  56
## 2571    offer viewed        14.00           336  offer id      M  47
## 2572    offer viewed         4.50           108  offer id      M  76
## 2573  offer received         0.00             0  offer id      F  63
## 2574    offer viewed        17.75           426  offer id      M  68
## 2575 offer completed        29.50           708  offer_id      M  21
## 2576    offer viewed        23.75           570  offer id      F  54
## 2577    offer viewed        27.75           666  offer id      M  44
## 2578    offer viewed        26.00           624  offer id      M  60
## 2579  offer received        21.00           504  offer id      M  21
## 2580  offer received        21.00           504  offer id      M  57
## 2581 offer completed        14.50           348  offer_id      F  58
## 2582 offer completed         2.50            60  offer_id      F  55
## 2583 offer completed        23.75           570  offer_id      M  47
## 2584    offer viewed         0.25             6  offer id      F  77
## 2585  offer received        24.00           576  offer id      M  83
## 2586 offer completed        24.00           576  offer_id      M  24
## 2587 offer completed        22.00           528  offer_id      M  51
## 2588  offer received        14.00           336  offer id      M  22
## 2589  offer received        24.00           576  offer id      M  76
## 2590    offer viewed        27.25           654  offer id      M  70
## 2591  offer received         0.00             0  offer id      M  61
## 2592  offer received        21.00           504  offer id      F  65
## 2593  offer received        14.00           336  offer id      F  33
## 2594 offer completed        24.25           582  offer_id      F  72
## 2595  offer received         7.00           168  offer id      M  45
## 2596  offer received        21.00           504  offer id      F  40
## 2597  offer received         7.00           168  offer id      M  77
## 2598  offer received        14.00           336  offer id      M  70
## 2599 offer completed         5.75           138  offer_id      M  60
## 2600    offer viewed        16.25           390  offer id      F  58
## 2601    offer viewed         2.00            48  offer id      M  43
## 2602    offer viewed        17.00           408  offer id      M  67
## 2603    offer viewed        18.25           438  offer id      M  62
## 2604  offer received        17.00           408  offer id      M  52
## 2605    offer viewed        14.00           336  offer id      F  52
## 2606  offer received        21.00           504  offer id      M  55
## 2607  offer received        21.00           504  offer id      F  56
## 2608  offer received        21.00           504  offer id      F  44
## 2609    offer viewed        16.50           396  offer id      M  50
## 2610  offer received        17.00           408  offer id      M  44
## 2611    offer viewed        14.00           336  offer id      M  63
## 2612  offer received         0.00             0  offer id      M  38
## 2613  offer received        14.00           336  offer id      F  57
## 2614  offer received        17.00           408  offer id      F  56
## 2615  offer received         0.00             0  offer id      M  55
## 2616    offer viewed        22.00           528  offer id      F  97
## 2617  offer received        21.00           504  offer id      M  63
## 2618  offer received        14.00           336  offer id      F  69
## 2619    offer viewed        18.50           444  offer id      M  31
## 2620  offer received        14.00           336  offer id      M  33
## 2621    offer viewed        25.25           606  offer id      M  31
## 2622 offer completed        21.00           504  offer_id      F  78
## 2623  offer received        17.00           408  offer id      M  20
## 2624  offer received        24.00           576  offer id      M  45
## 2625    offer viewed        21.50           516  offer id      M  63
## 2626  offer received        17.00           408  offer id      F  51
## 2627 offer completed        11.50           276  offer_id      F  48
## 2628  offer received        24.00           576  offer id      M  70
## 2629  offer received        21.00           504  offer id      M  52
## 2630    offer viewed        21.50           516  offer id      M  50
## 2631  offer received        17.00           408  offer id      M  41
## 2632 offer completed        25.25           606  offer_id      M  58
## 2633  offer received        24.00           576  offer id      F  78
## 2634    offer viewed         0.50            12  offer id      F  49
## 2635    offer viewed        21.50           516  offer id      M  37
## 2636  offer received         0.00             0  offer id      F  57
## 2637  offer received        17.00           408  offer id      M  70
## 2638  offer received        21.00           504  offer id      F  37
## 2639  offer received         7.00           168  offer id      M  64
## 2640 offer completed         8.00           192  offer_id      M  78
## 2641    offer viewed        17.00           408  offer id      M  57
## 2642 offer completed         3.25            78  offer_id      F  92
## 2643 offer completed        26.75           642  offer_id      F  59
## 2644 offer completed        10.00           240  offer_id      F  64
## 2645  offer received        24.00           576  offer id      M  87
## 2646  offer received        21.00           504  offer id      M  24
## 2647 offer completed         8.75           210  offer_id      F  79
## 2648  offer received        21.00           504  offer id      M  58
## 2649  offer received        17.00           408  offer id      F  21
## 2650 offer completed        25.25           606  offer_id      F  96
## 2651 offer completed        18.25           438  offer_id      M  52
## 2652  offer received        21.00           504  offer id      M  46
## 2653 offer completed        22.75           546  offer_id      F  55
## 2654  offer received        17.00           408  offer id      M  42
## 2655  offer received        24.00           576  offer id      M  71
## 2656  offer received        17.00           408  offer id      M  40
## 2657 offer completed         1.00            24  offer_id      M  54
## 2658    offer viewed         3.50            84  offer id      M  43
## 2659  offer received         0.00             0  offer id      M  23
## 2660 offer completed        13.00           312  offer_id      M  37
## 2661  offer received         0.00             0  offer id      M  53
## 2662  offer received         0.00             0  offer id      M  34
## 2663    offer viewed         8.50           204  offer id      M  68
## 2664  offer received        14.00           336  offer id      M  51
## 2665  offer received        17.00           408  offer id      M  26
## 2666 offer completed        22.00           528  offer_id      M  21
## 2667    offer viewed        21.00           504  offer id      M  73
## 2668  offer received         7.00           168  offer id      M  64
## 2669 offer completed        14.00           336  offer_id      M  39
## 2670  offer received         0.00             0  offer id      M  54
## 2671  offer received         0.00             0  offer id      M  50
## 2672    offer viewed        27.75           666  offer id      F  45
## 2673  offer received         0.00             0  offer id      F  60
## 2674  offer received        17.00           408  offer id      M  23
## 2675 offer completed        28.00           672  offer_id      F  32
## 2676    offer viewed        17.00           408  offer id      O  39
## 2677    offer viewed         0.75            18  offer id      M  53
## 2678    offer viewed         4.75           114  offer id      M  91
## 2679  offer received         0.00             0  offer id      M  56
## 2680    offer viewed         3.75            90  offer id      M  56
## 2681  offer received        14.00           336  offer id      F  43
## 2682    offer viewed        21.50           516  offer id      M  47
## 2683  offer received        14.00           336  offer id      M  55
## 2684  offer received        17.00           408  offer id      F  71
## 2685  offer received        24.00           576  offer id      F  67
## 2686  offer received        24.00           576  offer id      M  75
## 2687  offer received         7.00           168  offer id      M  58
## 2688  offer received         0.00             0  offer id      M  18
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## 2690 offer completed         9.75           234  offer_id      F  62
## 2691  offer received         7.00           168  offer id      M  72
## 2692    offer viewed        12.00           288  offer id      M  42
## 2693    offer viewed        10.25           246  offer id      F  49
## 2694    offer viewed         4.00            96  offer id      F  77
## 2695  offer received        17.00           408  offer id      M  65
## 2696  offer received         0.00             0  offer id      M  91
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## 2698  offer received        24.00           576  offer id      F  61
## 2699 offer completed        14.25           342  offer_id      F  49
## 2700  offer received         7.00           168  offer id      M  25
## 2701 offer completed        23.50           564  offer_id      F  90
## 2702 offer completed        26.00           624  offer_id      M  57
## 2703 offer completed         8.00           192  offer_id      M  80
## 2704    offer viewed        18.50           444  offer id      M  45
## 2705  offer received         0.00             0  offer id      F  64
## 2706  offer received         0.00             0  offer id      M  31
## 2707  offer received         7.00           168  offer id      M  34
## 2708  offer received        24.00           576  offer id      F  72
## 2709  offer received         0.00             0  offer id      F  79
## 2710  offer received        14.00           336  offer id      F  47
## 2711 offer completed        15.50           372  offer_id      M  80
## 2712  offer received         0.00             0  offer id      O  42
## 2713  offer received         0.00             0  offer id      F  38
## 2714  offer received        21.00           504  offer id      M  37
## 2715  offer received        14.00           336  offer id      M  78
## 2716  offer received        24.00           576  offer id      F  57
## 2717  offer received        14.00           336  offer id      F  33
## 2718 offer completed        27.25           654  offer_id      M  51
## 2719  offer received        21.00           504  offer id      M  58
## 2720 offer completed        21.75           522  offer_id      M  49
## 2721    offer viewed         0.00             0  offer id      M  66
## 2722 offer completed         9.00           216  offer_id      M  40
## 2723    offer viewed        18.25           438  offer id      F  30
## 2724 offer completed        10.25           246  offer_id      M  51
## 2725  offer received         0.00             0  offer id      M  78
## 2726  offer received        21.00           504  offer id      F  32
## 2727    offer viewed        28.00           672  offer id      F  87
## 2728 offer completed        27.00           648  offer_id      F  54
## 2729 offer completed        17.75           426  offer_id      F  70
## 2730 offer completed        25.50           612  offer_id      F  63
## 2731  offer received        17.00           408  offer id      M  54
## 2732  offer received        24.00           576  offer id      M  66
## 2733  offer received        24.00           576  offer id      M  70
## 2734  offer received        24.00           576  offer id      F  68
## 2735    offer viewed        25.50           612  offer id      F  81
## 2736 offer completed         7.50           180  offer_id      F  64
## 2737  offer received         7.00           168  offer id      M  25
## 2738 offer completed         7.25           174  offer_id      M  57
## 2739  offer received        24.00           576  offer id      M  69
## 2740 offer completed        26.25           630  offer_id      M  56
## 2741 offer completed        14.75           354  offer_id      M  40
## 2742  offer received        17.00           408  offer id      F  62
## 2743  offer received         7.00           168  offer id      F  66
## 2744 offer completed        16.50           396  offer_id      F  77
## 2745    offer viewed        21.50           516  offer id      O  59
## 2746  offer received        21.00           504  offer id      F  61
## 2747  offer received         0.00             0  offer id      F  68
## 2748  offer received        21.00           504  offer id      F  89
## 2749 offer completed         7.75           186  offer_id      F  58
## 2750    offer viewed         0.50            12  offer id      M  64
## 2751    offer viewed        22.50           540  offer id      F  61
## 2752  offer received        17.00           408  offer id      M  88
## 2753 offer completed        22.50           540  offer_id      M  56
## 2754 offer completed        18.50           444  offer_id      F  72
## 2755 offer completed        27.00           648  offer_id      M  51
## 2756  offer received        17.00           408  offer id      M  55
## 2757    offer viewed        12.00           288  offer id      M  67
## 2758  offer received        14.00           336  offer id      O  53
## 2759  offer received         7.00           168  offer id      F  74
## 2760  offer received         0.00             0  offer id      F  58
## 2761  offer received         7.00           168  offer id      F  34
## 2762  offer received        14.00           336  offer id      F  59
## 2763 offer completed        26.00           624  offer_id      M  70
## 2764  offer received        14.00           336  offer id      M  52
## 2765  offer received         0.00             0  offer id      M  55
## 2766    offer viewed         9.50           228  offer id      F  58
## 2767    offer viewed        15.75           378  offer id      M  51
## 2768  offer received        24.00           576  offer id      M  58
## 2769 offer completed        26.50           636  offer_id      F  61
## 2770    offer viewed         7.75           186  offer id      F  64
## 2771 offer completed         3.50            84  offer_id      M  18
## 2772 offer completed        11.50           276  offer_id      F  56
## 2773  offer received         7.00           168  offer id      F  53
## 2774  offer received        14.00           336  offer id      F  83
## 2775  offer received        14.00           336  offer id      F  61
## 2776  offer received         0.00             0  offer id      M  83
## 2777 offer completed        26.75           642  offer_id      M  60
## 2778    offer viewed        24.75           594  offer id      M  59
## 2779 offer completed        26.25           630  offer_id      O  38
## 2780  offer received        21.00           504  offer id      M  57
## 2781 offer completed         6.00           144  offer_id      M  66
## 2782  offer received        17.00           408  offer id      M  39
## 2783  offer received        14.00           336  offer id      F  74
## 2784 offer completed         4.25           102  offer_id      F  24
## 2785  offer received         7.00           168  offer id      M  46
## 2786  offer received         7.00           168  offer id      M  60
## 2787  offer received        17.00           408  offer id      M  83
## 2788 offer completed        23.00           552  offer_id      F  87
## 2789  offer received        14.00           336  offer id      M  40
## 2790 offer completed        15.75           378  offer_id      F  68
## 2791    offer viewed        17.75           426  offer id      M  73
## 2792  offer received        17.00           408  offer id      M  51
## 2793  offer received         0.00             0  offer id      M  22
## 2794 offer completed         8.75           210  offer_id      F  57
## 2795 offer completed        17.25           414  offer_id      M  76
## 2796    offer viewed         0.25             6  offer id      F  42
## 2797  offer received        24.00           576  offer id      F  64
## 2798  offer received         0.00             0  offer id      M  77
## 2799  offer received         7.00           168  offer id      M  66
## 2800    offer viewed        14.75           354  offer id      M  83
## 2801  offer received        24.00           576  offer id      F  68
## 2802  offer received        21.00           504  offer id      M  61
## 2803 offer completed         9.50           228  offer_id      M  46
## 2804  offer received        14.00           336  offer id      M  49
## 2805 offer completed         3.50            84  offer_id      M  83
## 2806    offer viewed         1.75            42  offer id      M  18
## 2807  offer received        14.00           336  offer id      F  63
## 2808    offer viewed        24.75           594  offer id      M  57
## 2809    offer viewed         3.00            72  offer id      M  41
## 2810  offer received         0.00             0  offer id      M  49
## 2811 offer completed         9.50           228  offer_id      F  62
## 2812  offer received         7.00           168  offer id      F  62
## 2813 offer completed        27.25           654  offer_id      F  80
## 2814  offer received        24.00           576  offer id      M  50
## 2815 offer completed         7.75           186  offer_id      F  53
## 2816 offer completed        18.50           444  offer_id      F  39
## 2817 offer completed        19.25           462  offer_id      F  29
## 2818  offer received        21.00           504  offer id      F  68
## 2819  offer received        14.00           336  offer id      F  66
## 2820  offer received        14.00           336  offer id      M  57
## 2821 offer completed        19.50           468  offer_id      M  86
## 2822    offer viewed         8.75           210  offer id      M  51
## 2823    offer viewed        17.00           408  offer id      M  60
## 2824  offer received        17.00           408  offer id      M  77
## 2825  offer received         7.00           168  offer id      M  86
## 2826  offer received        14.00           336  offer id      M  79
## 2827  offer received        17.00           408  offer id      F  70
## 2828    offer viewed        14.25           342  offer id      M  56
## 2829  offer received        21.00           504  offer id      F  34
## 2830 offer completed        23.50           564  offer_id      F  81
## 2831  offer received        14.00           336  offer id      M  43
## 2832  offer received        14.00           336  offer id      M  86
## 2833  offer received         0.00             0  offer id      M  97
## 2834 offer completed        14.50           348  offer_id      F  82
## 2835  offer received        24.00           576  offer id      F  76
## 2836  offer received        24.00           576  offer id      F  53
## 2837  offer received        24.00           576  offer id      F  59
## 2838 offer completed        22.50           540  offer_id      F  54
## 2839  offer received        17.00           408  offer id      M  57
## 2840  offer received         0.00             0  offer id      M  71
## 2841  offer received        17.00           408  offer id      M  57
## 2842 offer completed        28.50           684  offer_id      F  20
## 2843  offer received        14.00           336  offer id      M  51
## 2844  offer received        14.00           336  offer id      M  28
## 2845  offer received        17.00           408  offer id      F  57
## 2846 offer completed        22.00           528  offer_id      F  48
## 2847  offer received         7.00           168  offer id      F  37
## 2848  offer received        17.00           408  offer id      M  72
## 2849 offer completed        10.00           240  offer_id      O  51
## 2850  offer received         0.00             0  offer id      M  34
## 2851  offer received         0.00             0  offer id      M  20
## 2852  offer received        21.00           504  offer id      F  69
## 2853  offer received         7.00           168  offer id      F  58
## 2854  offer received        21.00           504  offer id      F  48
## 2855    offer viewed        14.25           342  offer id      F  75
## 2856    offer viewed         8.00           192  offer id      F  58
## 2857  offer received        21.00           504  offer id      M  68
## 2858  offer received        14.00           336  offer id      M  63
## 2859 offer completed         0.50            12  offer_id      F  65
## 2860  offer received        24.00           576  offer id      F  58
## 2861 offer completed        16.25           390  offer_id      F  60
## 2862  offer received        21.00           504  offer id      F  35
## 2863  offer received        21.00           504  offer id      M  67
## 2864    offer viewed         8.25           198  offer id      M  59
## 2865    offer viewed         3.75            90  offer id      M  56
## 2866    offer viewed        16.25           390  offer id      F  76
## 2867  offer received        24.00           576  offer id      F  80
## 2868  offer received         0.00             0  offer id      M  52
## 2869  offer received        21.00           504  offer id      F  51
## 2870    offer viewed         8.50           204  offer id      M  84
## 2871  offer received         0.00             0  offer id      M  71
## 2872  offer received        24.00           576  offer id      F  66
## 2873 offer completed        29.75           714  offer_id      F  65
## 2874  offer received        14.00           336  offer id      F  86
## 2875  offer received        17.00           408  offer id      M  69
## 2876  offer received        21.00           504  offer id      M  63
## 2877  offer received         7.00           168  offer id      F  66
## 2878    offer viewed        14.00           336  offer id      F  36
## 2879    offer viewed         0.75            18  offer id      F  56
## 2880    offer viewed         8.75           210  offer id      F  33
## 2881  offer received        24.00           576  offer id      M  28
## 2882  offer received        14.00           336  offer id      F  44
## 2883  offer received         0.00             0  offer id      F  73
## 2884 offer completed        26.25           630  offer_id      M  27
## 2885  offer received         7.00           168  offer id      F  59
## 2886  offer received        14.00           336  offer id      F  70
## 2887    offer viewed        28.25           678  offer id      F  49
## 2888 offer completed         2.50            60  offer_id      F  52
## 2889 offer completed        26.00           624  offer_id      M  57
## 2890  offer received        21.00           504  offer id      M  20
## 2891    offer viewed         9.75           234  offer id      M  45
## 2892  offer received         0.00             0  offer id      F  72
## 2893 offer completed        15.50           372  offer_id      F  57
## 2894    offer viewed         7.50           180  offer id      M  60
## 2895  offer received        21.00           504  offer id      F  51
## 2896 offer completed        20.50           492  offer_id      M  70
## 2897 offer completed        22.75           546  offer_id      F  88
## 2898 offer completed         8.50           204  offer_id      M  59
## 2899 offer completed        10.00           240  offer_id      M  73
## 2900  offer received        24.00           576  offer id      F  47
## 2901  offer received        24.00           576  offer id      F  32
## 2902    offer viewed        28.25           678  offer id      F  48
## 2903  offer received        24.00           576  offer id      M  67
## 2904    offer viewed        20.75           498  offer id      F  42
## 2905  offer received        24.00           576  offer id      M  60
## 2906  offer received        24.00           576  offer id      F  45
## 2907  offer received        21.00           504  offer id      M  52
## 2908  offer received        21.00           504  offer id      M  65
## 2909  offer received        24.00           576  offer id      F  69
## 2910  offer received        24.00           576  offer id      F  55
## 2911  offer received        21.00           504  offer id      M  62
## 2912  offer received         0.00             0  offer id      F  30
## 2913  offer received         0.00             0  offer id      M  18
## 2914  offer received         0.00             0  offer id      M  47
## 2915    offer viewed         2.00            48  offer id      M  25
## 2916    offer viewed         7.25           174  offer id      M  59
## 2917    offer viewed         2.75            66  offer id      M  78
## 2918    offer viewed        15.00           360  offer id      F  54
## 2919  offer received        21.00           504  offer id      M  43
## 2920    offer viewed         9.50           228  offer id      M  43
## 2921  offer received         0.00             0  offer id      M  74
## 2922  offer received         7.00           168  offer id      F  64
## 2923  offer received        21.00           504  offer id      M  58
## 2924    offer viewed        22.50           540  offer id      M  58
## 2925 offer completed        23.50           564  offer_id      M  62
## 2926  offer received        21.00           504  offer id      F  34
## 2927  offer received        21.00           504  offer id      M  29
## 2928  offer received        14.00           336  offer id      F  62
## 2929 offer completed         8.75           210  offer_id      F  74
## 2930 offer completed        27.00           648  offer_id      F  62
## 2931  offer received        17.00           408  offer id      M  49
## 2932  offer received         0.00             0  offer id      F  32
## 2933  offer received        14.00           336  offer id      M  49
## 2934    offer viewed        21.00           504  offer id      M  50
## 2935  offer received        21.00           504  offer id      M  24
## 2936    offer viewed        17.75           426  offer id      M  51
## 2937    offer viewed        24.50           588  offer id      M  56
## 2938    offer viewed         2.50            60  offer id      M  37
## 2939  offer received        24.00           576  offer id      M  46
## 2940    offer viewed        20.75           498  offer id      M  67
## 2941 offer completed         2.50            60  offer_id      M  60
## 2942  offer received         0.00             0  offer id      M  40
## 2943    offer viewed        26.75           642  offer id      M  63
## 2944  offer received         7.00           168  offer id      M  57
## 2945 offer completed         8.75           210  offer_id      F  77
## 2946 offer completed        14.00           336  offer_id      F  53
## 2947  offer received        14.00           336  offer id      F  42
## 2948  offer received         7.00           168  offer id      F  25
## 2949  offer received         0.00             0  offer id      M  76
## 2950  offer received        21.00           504  offer id      F  57
## 2951  offer received        17.00           408  offer id      M  20
## 2952    offer viewed        18.75           450  offer id      M  52
## 2953  offer received         0.00             0  offer id      M  58
## 2954  offer received        24.00           576  offer id      M  54
## 2955 offer completed        10.75           258  offer_id      F  68
## 2956    offer viewed        14.75           354  offer id      M  76
## 2957  offer received        14.00           336  offer id      F  50
## 2958 offer completed        19.50           468  offer_id      F  66
## 2959    offer viewed         1.25            30  offer id      F  63
## 2960    offer viewed         7.25           174  offer id      M  46
## 2961  offer received        21.00           504  offer id      F  32
## 2962    offer viewed         0.00             0  offer id      F  40
## 2963  offer received        21.00           504  offer id      M  46
## 2964  offer received         0.00             0  offer id      F  40
## 2965  offer received        24.00           576  offer id      F  44
## 2966 offer completed        19.00           456  offer_id      O  73
## 2967  offer received        17.00           408  offer id      F  71
## 2968 offer completed        24.50           588  offer_id      M  63
## 2969    offer viewed        14.50           348  offer id      F  65
## 2970  offer received         7.00           168  offer id      M  44
## 2971 offer completed        22.75           546  offer_id      M  50
## 2972  offer received         7.00           168  offer id      O  41
## 2973    offer viewed        10.00           240  offer id      M  44
## 2974  offer received        17.00           408  offer id      M  36
## 2975  offer received        14.00           336  offer id      M  50
## 2976 offer completed        14.50           348  offer_id      F  42
## 2977  offer received        17.00           408  offer id      M  63
## 2978    offer viewed        19.75           474  offer id      F  24
## 2979    offer viewed        25.50           612  offer id      F  81
## 2980  offer received         7.00           168  offer id      M  52
## 2981 offer completed        20.00           480  offer_id      M  50
## 2982    offer viewed        24.50           588  offer id      F  55
## 2983  offer received        21.00           504  offer id      F  97
## 2984  offer received         7.00           168  offer id      M  59
## 2985    offer viewed         3.50            84  offer id      M  55
## 2986 offer completed        21.00           504  offer_id      M  67
## 2987 offer completed        17.75           426  offer_id      M  54
## 2988  offer received         7.00           168  offer id      F  52
## 2989    offer viewed         4.50           108  offer id      M  51
## 2990  offer received        21.00           504  offer id      F  46
## 2991    offer viewed        22.75           546  offer id      M  56
## 2992    offer viewed        26.25           630  offer id      M  33
## 2993  offer received        21.00           504  offer id      M  39
## 2994    offer viewed        15.00           360  offer id      M  64
## 2995  offer received        24.00           576  offer id      M  47
## 2996  offer received        24.00           576  offer id      M  37
## 2997  offer received        21.00           504  offer id      F  56
## 2998 offer completed        24.25           582  offer_id      M  61
## 2999 offer completed        28.75           690  offer_id      M  62
## 3000 offer completed        22.25           534  offer_id      F  21
## 3001  offer received        14.00           336  offer id      M  73
## 3002  offer received        21.00           504  offer id      F  87
## 3003 offer completed        23.50           564  offer_id      M  50
## 3004  offer received        21.00           504  offer id      F  75
## 3005  offer received        14.00           336  offer id      M  45
## 3006 offer completed        21.25           510  offer_id      M  42
## 3007  offer received        14.00           336  offer id      F  48
## 3008 offer completed        22.00           528  offer_id      F  54
## 3009  offer received        17.00           408  offer id      F  68
## 3010 offer completed        12.50           300  offer_id      F  51
## 3011    offer viewed        22.50           540  offer id      F  61
## 3012 offer completed        21.50           516  offer_id      F  51
## 3013  offer received        14.00           336  offer id      M  52
## 3014  offer received         0.00             0  offer id      M  54
## 3015  offer received        17.00           408  offer id      F  61
## 3016    offer viewed         0.00             0  offer id      F  63
## 3017 offer completed        25.00           600  offer_id      F  45
## 3018  offer received         0.00             0  offer id      M  66
## 3019  offer received        14.00           336  offer id      M  73
## 3020  offer received        21.00           504  offer id      M  65
## 3021 offer completed        29.50           708  offer_id      F  67
## 3022 offer completed        20.00           480  offer_id      F  60
## 3023    offer viewed         6.25           150  offer id      F  83
## 3024  offer received        17.00           408  offer id      F  52
## 3025 offer completed        25.50           612  offer_id      F  48
## 3026  offer received         0.00             0  offer id      F  60
## 3027 offer completed         1.75            42  offer_id      M  76
## 3028  offer received        17.00           408  offer id      M  67
## 3029  offer received        21.00           504  offer id      F  55
## 3030  offer received         7.00           168  offer id      F  27
## 3031  offer received        17.00           408  offer id      F  34
## 3032  offer received        21.00           504  offer id      M  61
## 3033 offer completed        20.50           492  offer_id      F  62
## 3034 offer completed        19.25           462  offer_id      M  35
## 3035  offer received        21.00           504  offer id      M  67
## 3036    offer viewed         1.00            24  offer id      F  58
## 3037  offer received         0.00             0  offer id      M  44
## 3038 offer completed        29.50           708  offer_id      F  59
## 3039 offer completed         9.00           216  offer_id      F  64
## 3040    offer viewed         7.75           186  offer id      F  48
## 3041 offer completed         1.75            42  offer_id      F  69
## 3042 offer completed        26.50           636  offer_id      M  37
## 3043  offer received        14.00           336  offer id      F  65
## 3044  offer received         0.00             0  offer id      M  19
## 3045  offer received        21.00           504  offer id      F  48
## 3046  offer received        21.00           504  offer id      M  53
## 3047  offer received        24.00           576  offer id      M  64
## 3048  offer received         0.00             0  offer id      M  57
## 3049  offer received        21.00           504  offer id      F  73
## 3050  offer received         7.00           168  offer id      F  48
## 3051 offer completed        21.25           510  offer_id      M  76
## 3052  offer received        21.00           504  offer id      M  26
## 3053    offer viewed        17.75           426  offer id      F  94
## 3054  offer received        24.00           576  offer id      F  41
## 3055    offer viewed        14.00           336  offer id      M  40
## 3056 offer completed         6.25           150  offer_id      F  49
## 3057 offer completed        27.25           654  offer_id      F  48
## 3058  offer received         7.00           168  offer id      F  59
## 3059  offer received         0.00             0  offer id      F  24
## 3060  offer received        17.00           408  offer id      M  58
## 3061  offer received        14.00           336  offer id      M  86
## 3062  offer received         7.00           168  offer id      M  56
## 3063  offer received        14.00           336  offer id      F  39
## 3064 offer completed        22.50           540  offer_id      M  57
## 3065 offer completed        11.25           270  offer_id      F  56
## 3066  offer received         7.00           168  offer id      F  81
## 3067  offer received        24.00           576  offer id      M  45
## 3068    offer viewed         0.00             0  offer id      F  62
## 3069  offer received         7.00           168  offer id      M  19
## 3070    offer viewed         8.00           192  offer id      O  46
## 3071  offer received        17.00           408  offer id      F  71
## 3072    offer viewed         7.50           180  offer id      M  32
## 3073  offer received         7.00           168  offer id      F  55
## 3074    offer viewed        11.75           282  offer id      M  46
## 3075  offer received        17.00           408  offer id      M  62
## 3076 offer completed         1.50            36  offer_id      M  55
## 3077  offer received        14.00           336  offer id      M  51
## 3078    offer viewed        18.25           438  offer id      M  28
## 3079 offer completed         3.50            84  offer_id      F  59
## 3080    offer viewed        24.00           576  offer id      M  50
## 3081 offer completed         7.75           186  offer_id      M  84
## 3082    offer viewed        28.25           678  offer id      F  50
## 3083 offer completed        20.25           486  offer_id      M  51
## 3084 offer completed        11.25           270  offer_id      F  55
## 3085    offer viewed        17.75           426  offer id      F  37
## 3086    offer viewed        24.25           582  offer id      F  49
## 3087  offer received        17.00           408  offer id      M  81
## 3088  offer received        17.00           408  offer id      M  51
## 3089 offer completed         9.25           222  offer_id      F  72
## 3090  offer received        17.00           408  offer id      O  28
## 3091 offer completed        28.50           684  offer_id      M  95
## 3092  offer received        21.00           504  offer id      F  62
## 3093 offer completed        25.00           600  offer_id      F  58
## 3094  offer received        14.00           336  offer id      F  35
## 3095    offer viewed        24.00           576  offer id      F  62
## 3096  offer received        17.00           408  offer id      M  42
## 3097    offer viewed        14.50           348  offer id      F  64
## 3098 offer completed        25.25           606  offer_id      F  62
## 3099  offer received        24.00           576  offer id      F  88
## 3100 offer completed        28.00           672  offer_id      F  24
## 3101 offer completed        12.00           288  offer_id      F  66
## 3102 offer completed        24.75           594  offer_id      F  86
## 3103 offer completed        22.00           528  offer_id      M  47
## 3104    offer viewed        24.00           576  offer id      F  86
## 3105  offer received        14.00           336  offer id      M  42
## 3106  offer received        17.00           408  offer id      M  91
## 3107    offer viewed         7.25           174  offer id      M  38
## 3108    offer viewed        15.50           372  offer id      M  71
## 3109  offer received        17.00           408  offer id      M  42
## 3110 offer completed        27.75           666  offer_id      M  47
## 3111 offer completed         5.00           120  offer_id      F  62
## 3112    offer viewed        21.00           504  offer id      M  69
## 3113 offer completed        20.00           480  offer_id      F  52
## 3114  offer received        21.00           504  offer id      F  27
## 3115  offer received         0.00             0  offer id      M  43
## 3116  offer received        14.00           336  offer id      M  61
## 3117  offer received        24.00           576  offer id      M  33
## 3118  offer received         7.00           168  offer id      M  52
## 3119  offer received         7.00           168  offer id      M  27
## 3120 offer completed        18.75           450  offer_id      F  59
## 3121  offer received        21.00           504  offer id      F  66
## 3122 offer completed        27.00           648  offer_id      M  33
## 3123  offer received         0.00             0  offer id      F  55
## 3124  offer received        24.00           576  offer id      M  70
## 3125  offer received         7.00           168  offer id      M  38
## 3126 offer completed        27.75           666  offer_id      F  58
## 3127  offer received        24.00           576  offer id      F  79
## 3128  offer received         7.00           168  offer id      M  57
## 3129 offer completed        17.75           426  offer_id      F  22
## 3130  offer received        17.00           408  offer id      F  58
## 3131    offer viewed        26.50           636  offer id      M  34
## 3132  offer received        21.00           504  offer id      M  72
## 3133 offer completed        25.50           612  offer_id      M  78
## 3134    offer viewed        19.00           456  offer id      M  46
## 3135  offer received        14.00           336  offer id      F  64
## 3136  offer received        17.00           408  offer id      F  22
## 3137 offer completed         6.25           150  offer_id      F  55
## 3138  offer received        21.00           504  offer id      F  48
## 3139    offer viewed         0.25             6  offer id      M  62
## 3140 offer completed        18.25           438  offer_id      O  57
## 3141  offer received         7.00           168  offer id      F  58
## 3142  offer received         0.00             0  offer id      M  42
## 3143  offer received         7.00           168  offer id      F  66
## 3144  offer received        21.00           504  offer id      M  62
## 3145 offer completed         9.00           216  offer_id      M  39
## 3146 offer completed        16.25           390  offer_id      M  56
## 3147 offer completed         9.50           228  offer_id      F  79
## 3148  offer received        14.00           336  offer id      M  68
## 3149  offer received        24.00           576  offer id      F  45
## 3150 offer completed        28.75           690  offer_id      F  53
## 3151  offer received        21.00           504  offer id      M  54
## 3152  offer received         7.00           168  offer id      F  46
## 3153  offer received        17.00           408  offer id      M  33
## 3154  offer received        24.00           576  offer id      M  35
## 3155    offer viewed        20.50           492  offer id      F  44
## 3156  offer received         0.00             0  offer id      M  83
## 3157 offer completed        14.50           348  offer_id      F  82
## 3158  offer received        24.00           576  offer id      M  67
## 3159  offer received         0.00             0  offer id      M  30
## 3160 offer completed         1.50            36  offer_id      M  47
## 3161  offer received         0.00             0  offer id      F  64
## 3162    offer viewed         1.50            36  offer id      M  47
## 3163  offer received         7.00           168  offer id      F  69
## 3164    offer viewed        28.75           690  offer id      M  69
## 3165 offer completed         5.25           126  offer_id      F  73
## 3166  offer received        21.00           504  offer id      M  53
## 3167    offer viewed         0.00             0  offer id      M  62
## 3168  offer received        17.00           408  offer id      M  48
## 3169 offer completed        12.00           288  offer_id      M  55
## 3170    offer viewed        11.50           276  offer id      F  52
## 3171  offer received         7.00           168  offer id      F  58
## 3172  offer received        24.00           576  offer id      M  57
## 3173  offer received        14.00           336  offer id      F  59
## 3174    offer viewed         4.75           114  offer id      M  49
## 3175 offer completed        14.25           342  offer_id      M  56
## 3176  offer received         7.00           168  offer id      F  78
## 3177 offer completed        28.50           684  offer_id      F  54
## 3178  offer received        14.00           336  offer id      F  65
## 3179 offer completed        15.50           372  offer_id      M  65
## 3180    offer viewed        25.25           606  offer id      F  62
## 3181 offer completed        24.00           576  offer_id      M  39
## 3182    offer viewed        25.50           612  offer id      M  51
## 3183  offer received         7.00           168  offer id      F  64
## 3184  offer received        14.00           336  offer id      F  52
## 3185 offer completed        26.75           642  offer_id      M  75
## 3186    offer viewed         4.75           114  offer id      M  46
## 3187 offer completed        29.50           708  offer_id      F  49
## 3188  offer received        14.00           336  offer id      F  64
## 3189 offer completed        24.75           594  offer_id      F  34
## 3190  offer received         0.00             0  offer id      M  53
## 3191    offer viewed         6.00           144  offer id      M  59
## 3192  offer received        14.00           336  offer id      M  57
## 3193    offer viewed         4.00            96  offer id      F  66
## 3194 offer completed        23.25           558  offer_id      M  29
## 3195  offer received        17.00           408  offer id      M  54
## 3196 offer completed        21.50           516  offer_id      M  29
## 3197  offer received        17.00           408  offer id      M  41
## 3198  offer received        17.00           408  offer id      M  59
## 3199  offer received         0.00             0  offer id      F  70
## 3200  offer received         7.00           168  offer id      M  55
## 3201 offer completed        21.50           516  offer_id      F  70
## 3202  offer received        14.00           336  offer id      F  72
## 3203  offer received        17.00           408  offer id      F  58
## 3204 offer completed        24.00           576  offer_id      M  63
## 3205  offer received        21.00           504  offer id      F  69
## 3206 offer completed        25.50           612  offer_id      F  78
## 3207 offer completed        26.00           624  offer_id      F  54
## 3208 offer completed        24.50           588  offer_id      F  50
## 3209  offer received        24.00           576  offer id      M  44
## 3210  offer received        24.00           576  offer id      F  68
## 3211  offer received        17.00           408  offer id      M  26
## 3212 offer completed        17.75           426  offer_id      F  33
## 3213 offer completed         2.25            54  offer_id      F  66
## 3214 offer completed        23.75           570  offer_id      F  73
## 3215  offer received        21.00           504  offer id      M  44
## 3216 offer completed        18.25           438  offer_id      M  60
## 3217 offer completed        25.25           606  offer_id      M  56
## 3218 offer completed        18.00           432  offer_id      M  65
## 3219 offer completed        17.50           420  offer_id      F  64
## 3220 offer completed        26.00           624  offer_id      F  63
## 3221  offer received         7.00           168  offer id      M  63
## 3222  offer received         0.00             0  offer id      F  65
## 3223 offer completed        17.75           426  offer_id      M  93
## 3224    offer viewed        26.00           624  offer id      M  34
## 3225  offer received         7.00           168  offer id      F  65
## 3226    offer viewed         1.25            30  offer id      M  44
## 3227    offer viewed        23.25           558  offer id      M  68
## 3228  offer received        14.00           336  offer id      M  73
## 3229 offer completed        15.00           360  offer_id      F  68
## 3230    offer viewed        26.00           624  offer id      M  21
## 3231 offer completed         7.00           168  offer_id      M  55
## 3232 offer completed         7.75           186  offer_id      M  44
## 3233  offer received        14.00           336  offer id      M  64
## 3234  offer received        24.00           576  offer id      M  53
## 3235  offer received        14.00           336  offer id      M  51
## 3236 offer completed        29.75           714  offer_id      F  72
## 3237    offer viewed         4.25           102  offer id      M  26
## 3238 offer completed         1.00            24  offer_id      M  37
## 3239 offer completed        11.50           276  offer_id      F  48
## 3240  offer received        24.00           576  offer id      M  78
## 3241 offer completed        15.00           360  offer_id      F  36
## 3242    offer viewed         4.25           102  offer id      F  68
## 3243 offer completed        25.00           600  offer_id      M  70
## 3244  offer received        21.00           504  offer id      M  37
## 3245  offer received        24.00           576  offer id      M  18
## 3246 offer completed        24.00           576  offer_id      F  57
## 3247  offer received         7.00           168  offer id      F  62
## 3248 offer completed         7.00           168  offer_id      F  80
## 3249  offer received         7.00           168  offer id      M  50
## 3250 offer completed        11.50           276  offer_id      M  42
## 3251  offer received         7.00           168  offer id      M  84
## 3252 offer completed        21.50           516  offer_id      F  20
## 3253  offer received        14.00           336  offer id      F  30
## 3254  offer received        14.00           336  offer id      M  62
## 3255  offer received         7.00           168  offer id      F  51
## 3256 offer completed        29.50           708  offer_id      F  54
## 3257    offer viewed         8.00           192  offer id      F  45
## 3258  offer received        24.00           576  offer id      F  48
## 3259  offer received        21.00           504  offer id      M  42
## 3260  offer received        14.00           336  offer id      F  65
## 3261  offer received        14.00           336  offer id      F  35
## 3262 offer completed        27.75           666  offer_id      M  31
## 3263  offer received        14.00           336  offer id      F  48
## 3264  offer received        14.00           336  offer id      F  87
## 3265  offer received         7.00           168  offer id      F  38
## 3266    offer viewed        24.25           582  offer id      F  57
## 3267  offer received        21.00           504  offer id      M  59
## 3268  offer received        24.00           576  offer id      F  49
## 3269    offer viewed        15.00           360  offer id      M  54
## 3270  offer received         0.00             0  offer id      F  97
## 3271  offer received         7.00           168  offer id      M  39
## 3272    offer viewed        21.25           510  offer id      F  70
## 3273  offer received        14.00           336  offer id      F  47
## 3274  offer received        14.00           336  offer id      M  56
## 3275  offer received         0.00             0  offer id      M  60
## 3276  offer received        24.00           576  offer id      M  50
## 3277  offer received        24.00           576  offer id      F  81
## 3278  offer received        24.00           576  offer id      M  65
## 3279 offer completed        21.25           510  offer_id      F  59
## 3280  offer received        17.00           408  offer id      M  36
## 3281    offer viewed        19.25           462  offer id      M  42
## 3282 offer completed        21.25           510  offer_id      F  49
## 3283 offer completed        15.50           372  offer_id      M  80
## 3284  offer received        24.00           576  offer id      F  56
## 3285    offer viewed        19.75           474  offer id      M  49
## 3286  offer received         7.00           168  offer id      F  58
## 3287  offer received        24.00           576  offer id      M  49
## 3288    offer viewed        21.00           504  offer id      M  57
## 3289  offer received        14.00           336  offer id      M  64
## 3290  offer received        14.00           336  offer id      F  21
## 3291    offer viewed        24.00           576  offer id      F  74
## 3292  offer received         0.00             0  offer id      F  44
## 3293  offer received         0.00             0  offer id      F  63
## 3294  offer received        21.00           504  offer id      M  50
## 3295 offer completed        21.50           516  offer_id      M  53
## 3296  offer received         7.00           168  offer id      M  45
## 3297  offer received        21.00           504  offer id      M  39
## 3298    offer viewed        23.25           558  offer id      F  75
## 3299    offer viewed        17.25           414  offer id      F  71
## 3300    offer viewed         1.75            42  offer id      F  63
## 3301  offer received        14.00           336  offer id      F  63
## 3302    offer viewed        11.00           264  offer id      M  90
## 3303    offer viewed         7.25           174  offer id      M  68
## 3304    offer viewed        15.25           366  offer id      M  40
## 3305  offer received        14.00           336  offer id      M  50
## 3306 offer completed         7.00           168  offer_id      F  62
## 3307    offer viewed         1.25            30  offer id      F  50
## 3308    offer viewed        18.00           432  offer id      M  76
## 3309 offer completed        28.75           690  offer_id      F  93
## 3310 offer completed        24.50           588  offer_id      F  75
## 3311  offer received        21.00           504  offer id      M  48
## 3312  offer received        24.00           576  offer id      M  61
## 3313 offer completed        14.25           342  offer_id      M  39
## 3314  offer received        21.00           504  offer id      F  93
## 3315  offer received        14.00           336  offer id      F  37
## 3316 offer completed        26.50           636  offer_id      F  44
## 3317  offer received        17.00           408  offer id      M  64
## 3318    offer viewed         9.00           216  offer id      M  77
## 3319  offer received         0.00             0  offer id      F  77
## 3320    offer viewed        19.00           456  offer id      M  62
## 3321    offer viewed        15.25           366  offer id      F  33
## 3322 offer completed        17.00           408  offer_id      M  70
## 3323  offer received        21.00           504  offer id      F  72
## 3324 offer completed        29.50           708  offer_id      M  62
## 3325 offer completed        20.25           486  offer_id      M  38
## 3326  offer received         0.00             0  offer id      M  22
## 3327  offer received         0.00             0  offer id      F  43
## 3328 offer completed        16.00           384  offer_id      M  23
## 3329  offer received        24.00           576  offer id      M  70
## 3330  offer received        14.00           336  offer id      F  78
## 3331  offer received        24.00           576  offer id      M  41
## 3332 offer completed        20.25           486  offer_id      M  56
## 3333 offer completed         9.75           234  offer_id      F  67
## 3334  offer received        17.00           408  offer id      F  24
## 3335  offer received        21.00           504  offer id      F  58
## 3336  offer received         0.00             0  offer id      F  44
## 3337  offer received        24.00           576  offer id      F  58
## 3338 offer completed        26.50           636  offer_id      F  32
## 3339  offer received        17.00           408  offer id      F  28
## 3340  offer received        14.00           336  offer id      F  74
## 3341 offer completed        20.25           486  offer_id      F  67
## 3342  offer received         0.00             0  offer id      M  62
## 3343 offer completed        16.00           384  offer_id      M  63
## 3344  offer received        21.00           504  offer id      F  54
## 3345 offer completed        21.00           504  offer_id      M  33
## 3346 offer completed         3.75            90  offer_id      M  55
## 3347  offer received         0.00             0  offer id      F  61
## 3348    offer viewed        16.50           396  offer id      F  57
## 3349  offer received        21.00           504  offer id      M  54
## 3350 offer completed        21.75           522  offer_id      F  54
## 3351    offer viewed         5.00           120  offer id      F  89
## 3352 offer completed        29.25           702  offer_id      F  48
## 3353 offer completed        17.25           414  offer_id      F  61
## 3354  offer received        21.00           504  offer id      F  61
## 3355  offer received        14.00           336  offer id      M  63
## 3356    offer viewed        16.00           384  offer id      F  58
## 3357    offer viewed        19.50           468  offer id      M  91
## 3358 offer completed        10.50           252  offer_id      M  85
## 3359 offer completed        24.00           576  offer_id      F  78
## 3360    offer viewed        14.50           348  offer id      F  70
## 3361 offer completed        18.25           438  offer_id      M  52
## 3362 offer completed        24.50           588  offer_id      M  51
## 3363  offer received         0.00             0  offer id      F  40
## 3364 offer completed        21.25           510  offer_id      F  70
## 3365  offer received        21.00           504  offer id      F  78
## 3366 offer completed        11.50           276  offer_id      F  78
## 3367 offer completed        17.00           408  offer_id      F  28
## 3368 offer completed        27.50           660  offer_id      F  45
## 3369  offer received        17.00           408  offer id      F  61
## 3370  offer received         0.00             0  offer id      M  61
## 3371  offer received        17.00           408  offer id      M  57
## 3372    offer viewed         9.00           216  offer id      M  59
## 3373 offer completed         7.00           168  offer_id      M  64
## 3374 offer completed        17.50           420  offer_id      F  80
## 3375  offer received         7.00           168  offer id      F  49
## 3376  offer received        14.00           336  offer id      M  71
## 3377  offer received        21.00           504  offer id      M  50
## 3378 offer completed        25.00           600  offer_id      M  55
## 3379 offer completed        19.75           474  offer_id      F  53
## 3380    offer viewed         9.25           222  offer id      M  55
## 3381 offer completed        25.00           600  offer_id      F  47
## 3382  offer received        14.00           336  offer id      F  74
## 3383    offer viewed         8.25           198  offer id      M  60
## 3384  offer received        24.00           576  offer id      M  66
## 3385  offer received        21.00           504  offer id      M  22
## 3386    offer viewed         1.50            36  offer id      M  76
## 3387  offer received         0.00             0  offer id      F  56
## 3388  offer received         7.00           168  offer id      F  45
## 3389    offer viewed        21.50           516  offer id      F  63
## 3390 offer completed        11.00           264  offer_id      M  78
## 3391    offer viewed         6.25           150  offer id      F  67
## 3392 offer completed        20.50           492  offer_id      O  34
## 3393    offer viewed        17.25           414  offer id      F  68
## 3394  offer received         7.00           168  offer id      F  58
## 3395 offer completed        29.25           702  offer_id      M  58
## 3396 offer completed        10.00           240  offer_id      M  63
## 3397    offer viewed        10.00           240  offer id      M  55
## 3398  offer received         0.00             0  offer id      M  48
## 3399  offer received        21.00           504  offer id      M  33
## 3400  offer received        21.00           504  offer id      F  60
## 3401  offer received        24.00           576  offer id      F  86
## 3402  offer received        21.00           504  offer id      F  58
## 3403  offer received        17.00           408  offer id      F  55
## 3404    offer viewed        21.00           504  offer id      F  74
## 3405    offer viewed        14.00           336  offer id      F  80
## 3406    offer viewed        15.00           360  offer id      F  57
## 3407 offer completed        26.50           636  offer_id      M  75
## 3408 offer completed         7.25           174  offer_id      M  45
## 3409  offer received        17.00           408  offer id      F  74
## 3410  offer received        17.00           408  offer id      F  63
## 3411    offer viewed         3.50            84  offer id      F  49
## 3412  offer received        14.00           336  offer id      F  62
## 3413  offer received        24.00           576  offer id      F  94
## 3414 offer completed        22.75           546  offer_id      F  62
## 3415    offer viewed        16.25           390  offer id      F  35
## 3416    offer viewed        20.50           492  offer id      M  50
## 3417    offer viewed        26.50           636  offer id      M  78
## 3418 offer completed        23.50           564  offer_id      F  73
## 3419 offer completed        23.50           564  offer_id      M  29
## 3420 offer completed        23.50           564  offer_id      F  84
## 3421  offer received         0.00             0  offer id      M  68
## 3422    offer viewed        25.75           618  offer id      M  89
## 3423  offer received         7.00           168  offer id      M  48
## 3424  offer received        24.00           576  offer id      F  65
## 3425 offer completed        25.00           600  offer_id      M  89
## 3426 offer completed        13.50           324  offer_id      O  30
## 3427 offer completed        16.50           396  offer_id      M  48
## 3428  offer received        14.00           336  offer id      M  25
## 3429    offer viewed        26.25           630  offer id      M  57
## 3430 offer completed        14.50           348  offer_id      M  66
## 3431 offer completed        14.75           354  offer_id      M  72
## 3432  offer received        17.00           408  offer id      M  20
## 3433 offer completed        20.50           492  offer_id      M  75
## 3434    offer viewed        15.00           360  offer id      M  45
## 3435  offer received        24.00           576  offer id      M  60
## 3436  offer received        17.00           408  offer id      F  74
## 3437  offer received        21.00           504  offer id      M  27
## 3438    offer viewed         3.75            90  offer id      F  92
## 3439  offer received         7.00           168  offer id      F  66
## 3440  offer received        24.00           576  offer id      F  54
## 3441  offer received        14.00           336  offer id      M  45
## 3442    offer viewed        15.00           360  offer id      F  44
## 3443  offer received         7.00           168  offer id      M  66
## 3444  offer received        17.00           408  offer id      M  54
## 3445  offer received        17.00           408  offer id      M  64
## 3446  offer received         7.00           168  offer id      M  49
## 3447  offer received        17.00           408  offer id      F  57
## 3448 offer completed        15.00           360  offer_id      F  31
## 3449  offer received        21.00           504  offer id      M  59
## 3450  offer received         7.00           168  offer id      M  74
## 3451  offer received         0.00             0  offer id      M  81
## 3452  offer received         0.00             0  offer id      M  55
## 3453    offer viewed         1.25            30  offer id      F  64
## 3454 offer completed        18.75           450  offer_id      M  81
## 3455  offer received         7.00           168  offer id      F  79
## 3456  offer received        21.00           504  offer id      M  41
## 3457  offer received        17.00           408  offer id      F  56
## 3458  offer received        14.00           336  offer id      M  36
## 3459  offer received         7.00           168  offer id      M  65
## 3460  offer received        17.00           408  offer id      M  56
## 3461  offer received        24.00           576  offer id      M  54
## 3462  offer received         0.00             0  offer id      F  65
## 3463  offer received        17.00           408  offer id      F  54
## 3464  offer received        17.00           408  offer id      F  71
## 3465  offer received         0.00             0  offer id      M  64
## 3466  offer received        17.00           408  offer id      M  29
## 3467 offer completed        27.25           654  offer_id      F  92
## 3468  offer received        14.00           336  offer id      F  66
## 3469  offer received         7.00           168  offer id      F  69
## 3470    offer viewed        19.00           456  offer id      M  55
## 3471  offer received        21.00           504  offer id      M  69
## 3472 offer completed        10.75           258  offer_id      M  74
## 3473  offer received        14.00           336  offer id      M  56
## 3474  offer received        14.00           336  offer id      M  47
## 3475    offer viewed        26.00           624  offer id      M  60
## 3476 offer completed         5.00           120  offer_id      M  63
## 3477  offer received        21.00           504  offer id      M  69
## 3478  offer received        17.00           408  offer id      M  67
## 3479 offer completed        22.50           540  offer_id      M  46
## 3480  offer received         7.00           168  offer id      M  40
## 3481  offer received         0.00             0  offer id      F  88
## 3482  offer received         7.00           168  offer id      M  74
## 3483 offer completed        18.50           444  offer_id      F  72
## 3484 offer completed        28.25           678  offer_id      M  68
## 3485  offer received        24.00           576  offer id      F  30
## 3486  offer received        21.00           504  offer id      M  26
## 3487  offer received         7.00           168  offer id      F  58
## 3488 offer completed        14.50           348  offer_id      M  59
## 3489  offer received        24.00           576  offer id      F  20
## 3490    offer viewed        23.25           558  offer id      M  50
## 3491  offer received        21.00           504  offer id      F  77
## 3492  offer received        21.00           504  offer id      M  60
## 3493  offer received        17.00           408  offer id      F  71
## 3494 offer completed        18.25           438  offer_id      M  77
## 3495  offer received         7.00           168  offer id      F  78
## 3496 offer completed        25.50           612  offer_id      M  58
## 3497  offer received         7.00           168  offer id      F  48
## 3498  offer received        21.00           504  offer id      M  54
## 3499  offer received        24.00           576  offer id      M  58
## 3500  offer received        21.00           504  offer id      M  22
## 3501 offer completed        19.50           468  offer_id      F  28
## 3502    offer viewed        13.50           324  offer id      F  62
## 3503  offer received        17.00           408  offer id      M  57
## 3504  offer received         0.00             0  offer id      F  85
## 3505  offer received        14.00           336  offer id      F  65
## 3506  offer received         0.00             0  offer id      M  66
## 3507 offer completed        24.50           588  offer_id      F  48
## 3508  offer received        24.00           576  offer id      M  90
## 3509  offer received         0.00             0  offer id      M  20
## 3510    offer viewed        24.50           588  offer id      M  40
## 3511 offer completed        24.75           594  offer_id      F  44
## 3512  offer received        14.00           336  offer id      M  51
## 3513 offer completed        20.50           492  offer_id      F  42
## 3514 offer completed         8.50           204  offer_id      M  57
## 3515  offer received        21.00           504  offer id      M  65
## 3516  offer received        14.00           336  offer id      F  53
## 3517 offer completed        15.75           378  offer_id      F  62
## 3518  offer received        21.00           504  offer id      F  70
## 3519    offer viewed        15.25           366  offer id      M  54
## 3520  offer received        24.00           576  offer id      M  53
## 3521  offer received        24.00           576  offer id      M  71
## 3522    offer viewed        23.25           558  offer id      M  71
## 3523  offer received         0.00             0  offer id      M  55
## 3524 offer completed        23.00           552  offer_id      M  55
## 3525  offer received         0.00             0  offer id      F  60
## 3526  offer received         7.00           168  offer id      F  56
## 3527 offer completed         8.00           192  offer_id      M  71
## 3528  offer received         7.00           168  offer id      F  49
## 3529    offer viewed         3.25            78  offer id      M  59
## 3530  offer received        21.00           504  offer id      M  38
## 3531  offer received         7.00           168  offer id      F  95
## 3532  offer received        21.00           504  offer id      M  70
## 3533 offer completed         9.50           228  offer_id      F  70
## 3534  offer received        21.00           504  offer id      M  78
## 3535    offer viewed        15.00           360  offer id      F  41
## 3536 offer completed        22.25           534  offer_id      F  83
## 3537 offer completed        25.75           618  offer_id      F  49
## 3538    offer viewed        21.25           510  offer id      F  67
## 3539  offer received        17.00           408  offer id      M  50
## 3540  offer received        21.00           504  offer id      M  76
## 3541    offer viewed        19.50           468  offer id      M  50
## 3542    offer viewed        22.00           528  offer id      M  63
## 3543 offer completed        18.25           438  offer_id      M  30
## 3544  offer received        17.00           408  offer id      M  45
## 3545  offer received        21.00           504  offer id      M  34
## 3546  offer received        17.00           408  offer id      M  61
## 3547    offer viewed        24.75           594  offer id      F  59
## 3548 offer completed        22.00           528  offer_id      F  72
## 3549  offer received        14.00           336  offer id      F  67
## 3550  offer received        17.00           408  offer id      F  67
## 3551    offer viewed         8.00           192  offer id      F  57
## 3552    offer viewed        27.00           648  offer id      M  53
## 3553  offer received         0.00             0  offer id      M  30
## 3554  offer received        17.00           408  offer id      M  67
## 3555 offer completed        27.00           648  offer_id      M  55
## 3556  offer received        14.00           336  offer id      M  56
## 3557 offer completed        25.50           612  offer_id      M  66
## 3558  offer received        17.00           408  offer id      M  96
## 3559 offer completed        25.50           612  offer_id      M  56
## 3560  offer received         7.00           168  offer id      M  79
## 3561 offer completed        25.75           618  offer_id      M  59
## 3562  offer received        17.00           408  offer id      M  60
## 3563  offer received        14.00           336  offer id      M  45
## 3564  offer received        21.00           504  offer id      M  51
## 3565  offer received        21.00           504  offer id      M  51
## 3566 offer completed        24.00           576  offer_id      F  56
## 3567 offer completed        26.00           624  offer_id      M  46
## 3568  offer received        14.00           336  offer id      M  64
## 3569 offer completed        21.75           522  offer_id      M  53
## 3570  offer received         7.00           168  offer id      F  82
## 3571    offer viewed        18.75           450  offer id      M  53
## 3572 offer completed        11.75           282  offer_id      F  82
## 3573 offer completed        29.75           714  offer_id      F  27
## 3574 offer completed        27.00           648  offer_id      M  52
## 3575 offer completed        14.00           336  offer_id      F  36
## 3576 offer completed        27.50           660  offer_id      F  88
## 3577  offer received         0.00             0  offer id      M  50
## 3578  offer received         7.00           168  offer id      M  80
## 3579  offer received        21.00           504  offer id      F  68
## 3580 offer completed        25.50           612  offer_id      M  40
## 3581  offer received         7.00           168  offer id      F  47
## 3582 offer completed        20.00           480  offer_id      F  39
## 3583  offer received        17.00           408  offer id      M  58
## 3584  offer received        14.00           336  offer id      F  75
## 3585  offer received        21.00           504  offer id      M  36
## 3586 offer completed        24.25           582  offer_id      M  72
## 3587 offer completed        26.75           642  offer_id      F  53
## 3588    offer viewed        14.50           348  offer id      F  90
## 3589 offer completed        20.25           486  offer_id      M  61
## 3590  offer received        24.00           576  offer id      M  55
## 3591    offer viewed        22.25           534  offer id      M  25
## 3592 offer completed        20.25           486  offer_id      F  71
## 3593  offer received        14.00           336  offer id      F  75
## 3594 offer completed        24.50           588  offer_id      M  64
## 3595 offer completed         8.00           192  offer_id      F  57
## 3596  offer received        14.00           336  offer id      F  76
## 3597    offer viewed         2.50            60  offer id      M  81
## 3598  offer received        14.00           336  offer id      M  33
## 3599  offer received        21.00           504  offer id      F  22
## 3600  offer received         7.00           168  offer id      O  57
## 3601 offer completed         9.00           216  offer_id      F  22
## 3602 offer completed        20.75           498  offer_id      F  42
## 3603    offer viewed        15.25           366  offer id      F  68
## 3604  offer received        24.00           576  offer id      F  64
## 3605 offer completed        27.00           648  offer_id      M  59
## 3606 offer completed        16.25           390  offer_id      F  86
## 3607 offer completed        14.00           336  offer_id      M  36
## 3608  offer received        24.00           576  offer id      F  57
## 3609 offer completed        28.75           690  offer_id      F  36
## 3610  offer received         0.00             0  offer id      M  23
## 3611    offer viewed         0.00             0  offer id      M  59
## 3612  offer received        17.00           408  offer id      M  33
## 3613    offer viewed        24.50           588  offer id      M  55
## 3614    offer viewed        23.25           558  offer id      M  33
## 3615  offer received        14.00           336  offer id      M  63
## 3616 offer completed        25.25           606  offer_id      M  55
## 3617  offer received         0.00             0  offer id      F  55
## 3618 offer completed        21.25           510  offer_id      F  78
## 3619 offer completed         2.25            54  offer_id      M  56
## 3620    offer viewed         1.50            36  offer id      M  55
## 3621    offer viewed         7.00           168  offer id      M  77
## 3622    offer viewed        14.75           354  offer id      M  77
## 3623 offer completed         4.50           108  offer_id      F  47
## 3624    offer viewed        24.00           576  offer id      M  22
## 3625 offer completed        22.50           540  offer_id      M  94
## 3626  offer received        14.00           336  offer id      M  70
## 3627    offer viewed        18.25           438  offer id      M  59
## 3628  offer received        17.00           408  offer id      M  63
## 3629 offer completed        24.25           582  offer_id      M  40
## 3630  offer received        24.00           576  offer id      M  52
## 3631 offer completed        25.75           618  offer_id      F  55
## 3632 offer completed        28.25           678  offer_id      O  32
## 3633    offer viewed        22.00           528  offer id      M  73
## 3634  offer received        24.00           576  offer id      M  52
## 3635  offer received        24.00           576  offer id      M  72
## 3636  offer received         0.00             0  offer id      M  39
## 3637  offer received        14.00           336  offer id      F  73
## 3638 offer completed        21.25           510  offer_id      F  40
## 3639  offer received        17.00           408  offer id      M  68
## 3640  offer received         7.00           168  offer id      M  51
## 3641  offer received        17.00           408  offer id      M  28
## 3642  offer received        14.00           336  offer id      M  33
## 3643    offer viewed         0.50            12  offer id      F  62
## 3644  offer received        21.00           504  offer id      M  55
## 3645  offer received        21.00           504  offer id      F  50
## 3646 offer completed         9.75           234  offer_id      M  53
## 3647 offer completed        25.25           606  offer_id      F  96
## 3648  offer received        24.00           576  offer id      F  62
## 3649  offer received         0.00             0  offer id      M  68
## 3650 offer completed        24.25           582  offer_id      M  43
## 3651  offer received        17.00           408  offer id      M  48
## 3652  offer received        21.00           504  offer id      M  19
## 3653  offer received        24.00           576  offer id      M  35
## 3654 offer completed        12.25           294  offer_id      M  82
## 3655  offer received        14.00           336  offer id      F  48
## 3656  offer received        21.00           504  offer id      M  22
## 3657 offer completed        16.25           390  offer_id      O  49
## 3658  offer received        24.00           576  offer id      M  51
## 3659 offer completed        24.75           594  offer_id      M  56
## 3660  offer received         7.00           168  offer id      F  18
## 3661  offer received        21.00           504  offer id      F  40
## 3662 offer completed        25.75           618  offer_id      M  68
## 3663  offer received        24.00           576  offer id      M  59
## 3664  offer received         0.00             0  offer id      M  38
## 3665    offer viewed        28.00           672  offer id      M  50
## 3666  offer received        14.00           336  offer id      F  70
## 3667    offer viewed         1.00            24  offer id      M  67
## 3668 offer completed        13.00           312  offer_id      M  30
## 3669  offer received        17.00           408  offer id      F  66
## 3670  offer received        21.00           504  offer id      F  39
## 3671  offer received        21.00           504  offer id      F  66
## 3672 offer completed        24.00           576  offer_id      F  65
## 3673  offer received         7.00           168  offer id      M  51
## 3674    offer viewed        22.75           546  offer id      M  64
## 3675  offer received         0.00             0  offer id      F  55
## 3676  offer received         7.00           168  offer id      M  50
## 3677  offer received         0.00             0  offer id      M  42
## 3678 offer completed        24.00           576  offer_id      M  73
## 3679    offer viewed        14.50           348  offer id      M  39
## 3680 offer completed        25.75           618  offer_id      M  70
## 3681    offer viewed         9.25           222  offer id      M  23
## 3682  offer received         7.00           168  offer id      M  80
## 3683  offer received        21.00           504  offer id      M  80
## 3684  offer received        24.00           576  offer id      F  24
## 3685  offer received         7.00           168  offer id      M  22
## 3686 offer completed        22.50           540  offer_id      F  38
## 3687 offer completed        23.25           558  offer_id      M  27
## 3688    offer viewed        16.75           402  offer id      F  42
## 3689  offer received         7.00           168  offer id      M  49
## 3690  offer received        24.00           576  offer id      M  47
## 3691  offer received         7.00           168  offer id      M  37
## 3692  offer received        17.00           408  offer id      F  53
## 3693  offer received         0.00             0  offer id      F  53
## 3694  offer received        21.00           504  offer id      F  41
## 3695    offer viewed         7.25           174  offer id      F  49
## 3696 offer completed        19.50           468  offer_id      F  50
## 3697  offer received        14.00           336  offer id      M  33
## 3698 offer completed        15.75           378  offer_id      F  57
## 3699  offer received        21.00           504  offer id      F  79
## 3700  offer received         0.00             0  offer id      M  69
## 3701 offer completed         0.50            12  offer_id      M  39
## 3702  offer received         0.00             0  offer id      M  43
## 3703  offer received        14.00           336  offer id      M  94
## 3704  offer received        17.00           408  offer id      M  24
## 3705 offer completed        24.25           582  offer_id      F  74
## 3706 offer completed        15.25           366  offer_id      F  66
## 3707  offer received        17.00           408  offer id      M  20
## 3708  offer received        17.00           408  offer id      F  57
## 3709  offer received         0.00             0  offer id      M  56
## 3710    offer viewed         5.75           138  offer id      M  51
## 3711    offer viewed        26.25           630  offer id      M  63
## 3712 offer completed        17.75           426  offer_id      M  63
## 3713  offer received        17.00           408  offer id      M  31
## 3714 offer completed        18.00           432  offer_id      F  58
## 3715  offer received        21.00           504  offer id      M  28
## 3716  offer received        17.00           408  offer id      M  82
## 3717  offer received         7.00           168  offer id      F  68
## 3718  offer received        24.00           576  offer id      F  64
## 3719  offer received        14.00           336  offer id      F  70
## 3720  offer received        21.00           504  offer id      M  33
## 3721  offer received        17.00           408  offer id      M  60
## 3722  offer received        14.00           336  offer id      M  57
## 3723  offer received         0.00             0  offer id      M  50
## 3724  offer received         7.00           168  offer id      M  60
## 3725  offer received         0.00             0  offer id      M  47
## 3726  offer received        17.00           408  offer id      M  53
## 3727  offer received        21.00           504  offer id      F  44
## 3728 offer completed        21.50           516  offer_id      F  51
## 3729    offer viewed        23.00           552  offer id      M  46
## 3730 offer completed        19.25           462  offer_id      F  49
## 3731    offer viewed         7.75           186  offer id      F  49
## 3732    offer viewed         7.75           186  offer id      M  38
## 3733    offer viewed         5.50           132  offer id      M  44
## 3734 offer completed        20.00           480  offer_id      M  50
## 3735  offer received        24.00           576  offer id      M  59
## 3736  offer received         7.00           168  offer id      M  40
## 3737  offer received        24.00           576  offer id      M  25
## 3738  offer received         0.00             0  offer id      F  77
## 3739 offer completed         2.25            54  offer_id      M  54
## 3740  offer received        14.00           336  offer id      F  32
## 3741  offer received        17.00           408  offer id      F  88
## 3742 offer completed         4.75           114  offer_id      F  23
## 3743    offer viewed         8.25           198  offer id      M  39
## 3744 offer completed        18.75           450  offer_id      M  31
## 3745  offer received         7.00           168  offer id      F  61
## 3746  offer received         0.00             0  offer id      F  83
## 3747 offer completed        21.00           504  offer_id      M  42
## 3748  offer received        24.00           576  offer id      F  91
## 3749  offer received         0.00             0  offer id      M  49
## 3750  offer received        17.00           408  offer id      M  55
## 3751 offer completed        20.75           498  offer_id      M  51
## 3752  offer received         0.00             0  offer id      M  66
## 3753  offer received         0.00             0  offer id      M  69
## 3754  offer received        24.00           576  offer id      F  74
## 3755 offer completed        29.00           696  offer_id      M  70
## 3756 offer completed        26.00           624  offer_id      M  72
## 3757    offer viewed        14.50           348  offer id      O  20
## 3758    offer viewed         4.00            96  offer id      M  52
## 3759 offer completed        24.50           588  offer_id      F  80
## 3760  offer received        14.00           336  offer id      O  20
## 3761 offer completed        18.00           432  offer_id      M  73
## 3762  offer received        17.00           408  offer id      M  51
## 3763  offer received         7.00           168  offer id      M  37
## 3764  offer received         0.00             0  offer id      M  54
## 3765  offer received        21.00           504  offer id      F  60
## 3766  offer received        24.00           576  offer id      F  45
## 3767  offer received        14.00           336  offer id      O  39
## 3768  offer received        17.00           408  offer id      F  50
## 3769 offer completed        28.50           684  offer_id      M  53
## 3770 offer completed        21.75           522  offer_id      F  50
## 3771 offer completed         7.25           174  offer_id      M  52
## 3772  offer received         7.00           168  offer id      F  52
## 3773 offer completed        19.00           456  offer_id      F  43
## 3774    offer viewed        28.25           678  offer id      F  73
## 3775    offer viewed        18.75           450  offer id      F  43
## 3776 offer completed         1.75            42  offer_id      M  56
## 3777  offer received        17.00           408  offer id      M  42
## 3778 offer completed        26.25           630  offer_id      F  67
## 3779  offer received        14.00           336  offer id      M  69
## 3780  offer received        17.00           408  offer id      F  58
## 3781 offer completed        10.00           240  offer_id      F  60
## 3782  offer received        24.00           576  offer id      M  35
## 3783 offer completed         2.50            60  offer_id      M  49
## 3784 offer completed        25.50           612  offer_id      M  71
## 3785    offer viewed        17.75           426  offer id      M  52
## 3786 offer completed        26.75           642  offer_id      F  63
## 3787  offer received         0.00             0  offer id      M  60
## 3788  offer received        17.00           408  offer id      F  71
## 3789  offer received        14.00           336  offer id      F  55
## 3790 offer completed         0.25             6  offer_id      M  60
## 3791 offer completed        24.75           594  offer_id      F  84
## 3792 offer completed         9.75           234  offer_id      F  84
## 3793    offer viewed        17.75           426  offer id      M  44
## 3794  offer received         0.00             0  offer id      M  71
## 3795  offer received         7.00           168  offer id      F  36
## 3796 offer completed        19.75           474  offer_id      F  77
## 3797 offer completed        22.25           534  offer_id      M  37
## 3798  offer received        14.00           336  offer id      M  56
## 3799 offer completed        17.50           420  offer_id      F  67
## 3800  offer received        14.00           336  offer id      M  51
## 3801 offer completed         7.25           174  offer_id      M  69
## 3802  offer received        14.00           336  offer id      F  68
## 3803 offer completed        19.75           474  offer_id      M  61
## 3804 offer completed         7.00           168  offer_id      M  39
## 3805  offer received        14.00           336  offer id      F  62
## 3806 offer completed        16.75           402  offer_id      M  51
## 3807    offer viewed        17.50           420  offer id      M  66
## 3808  offer received         0.00             0  offer id      M  66
## 3809  offer received        17.00           408  offer id      M  43
## 3810 offer completed         2.00            48  offer_id      F  49
## 3811    offer viewed         3.50            84  offer id      M  49
## 3812 offer completed         6.75           162  offer_id      M  49
## 3813    offer viewed         1.00            24  offer id      M  64
## 3814 offer completed        25.75           618  offer_id      F  51
## 3815 offer completed        10.00           240  offer_id      M  78
## 3816  offer received         0.00             0  offer id      M  65
## 3817  offer received         7.00           168  offer id      F  74
## 3818    offer viewed        21.75           522  offer id      M  51
## 3819  offer received        21.00           504  offer id      F  53
## 3820  offer received        14.00           336  offer id      M  80
## 3821 offer completed        20.00           480  offer_id      F  48
## 3822    offer viewed        23.75           570  offer id      F  62
## 3823 offer completed         8.50           204  offer_id      F  56
## 3824  offer received        21.00           504  offer id      M  24
## 3825  offer received        24.00           576  offer id      F  41
## 3826 offer completed        26.25           630  offer_id      F  44
## 3827  offer received        14.00           336  offer id      M  58
## 3828  offer received        24.00           576  offer id      F  88
## 3829 offer completed        28.50           684  offer_id      F  77
## 3830  offer received        24.00           576  offer id      M  67
## 3831  offer received         7.00           168  offer id      F  56
## 3832 offer completed         7.50           180  offer_id      O  73
## 3833    offer viewed         2.25            54  offer id      F  57
## 3834  offer received        21.00           504  offer id      M  56
## 3835  offer received        14.00           336  offer id      M  76
## 3836  offer received         7.00           168  offer id      F  23
## 3837  offer received        14.00           336  offer id      F  23
## 3838    offer viewed        11.50           276  offer id      M  57
## 3839  offer received        24.00           576  offer id      M  53
## 3840 offer completed         9.25           222  offer_id      F  48
## 3841 offer completed        10.25           246  offer_id      F  78
## 3842  offer received        21.00           504  offer id      M  24
## 3843  offer received        17.00           408  offer id      M  45
## 3844  offer received        24.00           576  offer id      M  58
## 3845    offer viewed        25.50           612  offer id      M  69
## 3846    offer viewed         3.75            90  offer id      F  23
## 3847  offer received         7.00           168  offer id      F  64
## 3848 offer completed        16.50           396  offer_id      O  53
## 3849    offer viewed         4.25           102  offer id      F  79
## 3850  offer received        17.00           408  offer id      M  47
## 3851  offer received        21.00           504  offer id      M  61
## 3852 offer completed        22.00           528  offer_id      F  64
## 3853  offer received         7.00           168  offer id      M  63
## 3854    offer viewed        10.00           240  offer id      F  59
## 3855  offer received        14.00           336  offer id      M  74
## 3856  offer received        21.00           504  offer id      M  28
## 3857    offer viewed         0.25             6  offer id      M  70
## 3858  offer received        21.00           504  offer id      M  70
## 3859  offer received        14.00           336  offer id      F  38
## 3860    offer viewed        24.25           582  offer id      M  52
## 3861 offer completed        20.25           486  offer_id      M  37
## 3862  offer received        14.00           336  offer id      F  48
## 3863  offer received        24.00           576  offer id      M  59
## 3864    offer viewed        26.50           636  offer id      M  54
## 3865 offer completed        16.25           390  offer_id      F  57
## 3866    offer viewed        26.25           630  offer id      M  78
## 3867 offer completed        26.25           630  offer_id      M  50
## 3868    offer viewed        10.50           252  offer id      M  72
## 3869  offer received         0.00             0  offer id      F  57
## 3870  offer received        24.00           576  offer id      M  54
## 3871  offer received        14.00           336  offer id      F  42
## 3872 offer completed        26.25           630  offer_id      M  55
## 3873 offer completed        24.75           594  offer_id      M  46
## 3874    offer viewed        22.50           540  offer id      O  61
## 3875  offer received        24.00           576  offer id      M  22
## 3876  offer received        17.00           408  offer id      F  61
## 3877 offer completed         0.75            18  offer_id      O  59
## 3878    offer viewed        17.50           420  offer id      F  71
## 3879 offer completed        28.25           678  offer_id      M  60
## 3880  offer received        21.00           504  offer id      M  83
## 3881  offer received        14.00           336  offer id      F  52
## 3882  offer received        24.00           576  offer id      F  22
## 3883 offer completed         8.00           192  offer_id      M  67
## 3884  offer received         0.00             0  offer id      M  35
## 3885  offer received        14.00           336  offer id      M  83
## 3886  offer received         0.00             0  offer id      F  89
## 3887    offer viewed         9.50           228  offer id      F  36
## 3888  offer received        21.00           504  offer id      F  58
## 3889  offer received        24.00           576  offer id      M  51
## 3890    offer viewed        19.50           468  offer id      M  66
## 3891  offer received        24.00           576  offer id      F  69
## 3892  offer received        24.00           576  offer id      M  38
## 3893  offer received        17.00           408  offer id      F  25
## 3894  offer received        14.00           336  offer id      M  45
## 3895 offer completed        25.75           618  offer_id      M  45
## 3896 offer completed         8.75           210  offer_id      M  39
## 3897    offer viewed        19.25           462  offer id      M  45
## 3898  offer received        14.00           336  offer id      F  62
## 3899  offer received        17.00           408  offer id      M  80
## 3900  offer received         0.00             0  offer id      M  41
## 3901  offer received        21.00           504  offer id      M  39
## 3902  offer received        21.00           504  offer id      M  56
## 3903  offer received         7.00           168  offer id      M  51
## 3904  offer received        21.00           504  offer id      M  54
## 3905  offer received        21.00           504  offer id      M  69
## 3906 offer completed        18.75           450  offer_id      M  18
## 3907  offer received        24.00           576  offer id      F  74
## 3908    offer viewed         5.00           120  offer id      M  77
## 3909  offer received        14.00           336  offer id      F  54
## 3910 offer completed        14.00           336  offer_id      M  24
## 3911  offer received         7.00           168  offer id      M  21
## 3912  offer received        21.00           504  offer id      F  68
## 3913 offer completed        18.25           438  offer_id      F  62
## 3914  offer received        24.00           576  offer id      F  80
## 3915    offer viewed        25.25           606  offer id      F  51
## 3916    offer viewed        24.75           594  offer id      M  77
## 3917  offer received        21.00           504  offer id      M  32
## 3918    offer viewed        15.50           372  offer id      F  71
## 3919  offer received        21.00           504  offer id      F  68
## 3920 offer completed        16.25           390  offer_id      M  58
## 3921    offer viewed         7.00           168  offer id      M  39
## 3922 offer completed        24.00           576  offer_id      F  62
## 3923  offer received        24.00           576  offer id      M  53
## 3924  offer received         0.00             0  offer id      F  49
## 3925  offer received        14.00           336  offer id      M  39
## 3926  offer received        24.00           576  offer id      M  36
## 3927 offer completed        17.50           420  offer_id      M  71
## 3928  offer received        24.00           576  offer id      M  59
## 3929  offer received        21.00           504  offer id      M  67
## 3930  offer received        14.00           336  offer id      F  61
## 3931  offer received        24.00           576  offer id      F  32
## 3932  offer received        21.00           504  offer id      F  53
## 3933  offer received        14.00           336  offer id      F  48
## 3934  offer received        17.00           408  offer id      M  56
## 3935  offer received        17.00           408  offer id      M  65
## 3936  offer received         0.00             0  offer id      M  40
## 3937  offer received        21.00           504  offer id      F  81
## 3938  offer received         0.00             0  offer id      M  58
## 3939  offer received        21.00           504  offer id      F  57
## 3940 offer completed         9.50           228  offer_id      F  68
## 3941  offer received        24.00           576  offer id      M  88
## 3942    offer viewed        15.50           372  offer id      M  41
## 3943    offer viewed         7.00           168  offer id      F  57
## 3944  offer received        21.00           504  offer id      M  48
## 3945    offer viewed         0.75            18  offer id      M  40
## 3946  offer received        14.00           336  offer id      M  49
## 3947    offer viewed         1.75            42  offer id      F  70
## 3948  offer received         7.00           168  offer id      M  28
## 3949  offer received        14.00           336  offer id      M  56
## 3950 offer completed         7.25           174  offer_id      F  75
## 3951  offer received         0.00             0  offer id      F  69
## 3952  offer received        17.00           408  offer id      M  32
## 3953    offer viewed        15.00           360  offer id      F  64
## 3954  offer received         0.00             0  offer id      M  37
## 3955  offer received         0.00             0  offer id      M  64
## 3956  offer received        14.00           336  offer id      F  64
## 3957  offer received        17.00           408  offer id      F  68
## 3958  offer received        24.00           576  offer id      F  65
## 3959 offer completed         8.75           210  offer_id      F  59
## 3960    offer viewed        21.00           504  offer id      F  62
## 3961  offer received        14.00           336  offer id      M  22
## 3962 offer completed        16.50           396  offer_id      M  42
## 3963 offer completed        16.75           402  offer_id      F  75
## 3964  offer received         7.00           168  offer id      M  58
## 3965  offer received         7.00           168  offer id      M  70
## 3966  offer received        14.00           336  offer id      M  46
## 3967 offer completed        29.25           702  offer_id      M  42
## 3968 offer completed        18.00           432  offer_id      F  22
## 3969 offer completed        27.00           648  offer_id      F  39
## 3970  offer received         0.00             0  offer id      M  29
## 3971  offer received        17.00           408  offer id      M  55
## 3972  offer received        14.00           336  offer id      M  42
## 3973 offer completed        24.75           594  offer_id      M  64
## 3974 offer completed        14.00           336  offer_id      F  40
## 3975    offer viewed         8.25           198  offer id      M  58
## 3976  offer received        21.00           504  offer id      F  64
## 3977  offer received        17.00           408  offer id      M  80
## 3978  offer received        21.00           504  offer id      F  75
## 3979  offer received        21.00           504  offer id      F  74
## 3980  offer received        21.00           504  offer id      M  73
## 3981  offer received         7.00           168  offer id      F  81
## 3982  offer received        21.00           504  offer id      F  50
## 3983 offer completed        11.00           264  offer_id      M  79
## 3984    offer viewed         1.25            30  offer id      O  58
## 3985  offer received         0.00             0  offer id      F  52
## 3986  offer received        24.00           576  offer id      M  27
## 3987  offer received        24.00           576  offer id      M  66
## 3988  offer received        17.00           408  offer id      F  30
## 3989  offer received        17.00           408  offer id      F  54
## 3990    offer viewed        21.50           516  offer id      F  74
## 3991  offer received        21.00           504  offer id      M  74
## 3992 offer completed        21.50           516  offer_id      F  70
## 3993    offer viewed        17.75           426  offer id      F  86
## 3994  offer received         0.00             0  offer id      F  95
## 3995  offer received        24.00           576  offer id      F  71
## 3996  offer received        24.00           576  offer id      F  48
## 3997  offer received         0.00             0  offer id      F  49
## 3998 offer completed        22.25           534  offer_id      M  44
## 3999    offer viewed         2.00            48  offer id      F  63
## 4000    offer viewed        14.00           336  offer id      F  60
## 4001  offer received        24.00           576  offer id      M  76
## 4002  offer received        21.00           504  offer id      M  33
## 4003  offer received        14.00           336  offer id      M  80
## 4004  offer received        14.00           336  offer id      F  69
## 4005 offer completed         7.00           168  offer_id      M  68
## 4006    offer viewed        27.75           666  offer id      M  65
## 4007  offer received         7.00           168  offer id      M  43
## 4008  offer received         0.00             0  offer id      F  60
## 4009  offer received        14.00           336  offer id      M  84
## 4010  offer received        14.00           336  offer id      M  64
## 4011  offer received        14.00           336  offer id      F  54
## 4012    offer viewed        19.75           474  offer id      M  45
## 4013  offer received        14.00           336  offer id      F  73
## 4014 offer completed         5.75           138  offer_id      F  84
## 4015 offer completed        25.00           600  offer_id      F  63
## 4016  offer received        17.00           408  offer id      F  47
## 4017 offer completed         8.25           198  offer_id      F  51
## 4018  offer received         7.00           168  offer id      M  65
## 4019  offer received         0.00             0  offer id      M  33
## 4020    offer viewed        26.00           624  offer id      F  55
## 4021    offer viewed        14.75           354  offer id      F  29
## 4022 offer completed        15.50           372  offer_id      F  81
## 4023 offer completed        24.00           576  offer_id      F  55
## 4024  offer received         7.00           168  offer id      M  57
## 4025 offer completed        16.00           384  offer_id      M  47
## 4026    offer viewed         0.00             0  offer id      M  38
## 4027  offer received        14.00           336  offer id      M  22
## 4028  offer received         0.00             0  offer id      M  18
## 4029  offer received         0.00             0  offer id      F  50
## 4030 offer completed        24.75           594  offer_id      F  54
## 4031  offer received        17.00           408  offer id      M  31
## 4032  offer received        14.00           336  offer id      F  90
## 4033    offer viewed        16.75           402  offer id      M  67
## 4034 offer completed        22.75           546  offer_id      F  63
## 4035  offer received         7.00           168  offer id      M  67
## 4036  offer received         0.00             0  offer id      M  53
## 4037    offer viewed         1.75            42  offer id      F  55
## 4038  offer received        21.00           504  offer id      F  40
## 4039  offer received        14.00           336  offer id      F  78
## 4040  offer received        21.00           504  offer id      M  55
## 4041    offer viewed        24.75           594  offer id      M  51
## 4042  offer received         7.00           168  offer id      M  48
## 4043 offer completed        26.00           624  offer_id      M  35
## 4044  offer received        14.00           336  offer id      M  47
## 4045    offer viewed         2.75            66  offer id      M  51
## 4046  offer received        17.00           408  offer id      F  40
## 4047    offer viewed         7.00           168  offer id      M  39
## 4048    offer viewed        26.50           636  offer id      F  72
## 4049 offer completed        27.00           648  offer_id      M  52
## 4050  offer received        17.00           408  offer id      O  40
## 4051  offer received         0.00             0  offer id      M  51
## 4052  offer received         7.00           168  offer id      F  56
## 4053    offer viewed        20.00           480  offer id      M  43
## 4054  offer received        17.00           408  offer id      M  52
## 4055 offer completed         8.75           210  offer_id      F  61
## 4056  offer received         7.00           168  offer id      F  58
## 4057 offer completed        11.25           270  offer_id      F  56
## 4058    offer viewed        21.75           522  offer id      M  81
## 4059  offer received         7.00           168  offer id      F  72
## 4060  offer received        17.00           408  offer id      F  31
## 4061  offer received        17.00           408  offer id      F  26
## 4062  offer received        14.00           336  offer id      M  26
## 4063  offer received        21.00           504  offer id      M  39
## 4064  offer received        21.00           504  offer id      F  87
## 4065  offer received        21.00           504  offer id      M  37
## 4066 offer completed        25.00           600  offer_id      F  41
## 4067  offer received        14.00           336  offer id      F  18
## 4068  offer received         7.00           168  offer id      M  37
## 4069  offer received        17.00           408  offer id      M  51
## 4070  offer received        17.00           408  offer id      M  57
## 4071  offer received         7.00           168  offer id      F  63
## 4072 offer completed         9.25           222  offer_id      F  71
## 4073  offer received        21.00           504  offer id      F  72
## 4074  offer received        17.00           408  offer id      F  65
## 4075 offer completed        24.00           576  offer_id      M  52
## 4076  offer received        21.00           504  offer id      M  48
## 4077  offer received         0.00             0  offer id      M  65
## 4078  offer received        14.00           336  offer id      M  31
## 4079  offer received        17.00           408  offer id      M  69
## 4080 offer completed        20.00           480  offer_id      F  58
## 4081 offer completed        14.50           348  offer_id      F  67
## 4082 offer completed        22.25           534  offer_id      F  56
## 4083  offer received        24.00           576  offer id      M  90
## 4084    offer viewed        21.25           510  offer id      M  59
## 4085    offer viewed        26.75           642  offer id      M  90
## 4086  offer received        17.00           408  offer id      M  43
## 4087  offer received         7.00           168  offer id      F  71
## 4088 offer completed        29.25           702  offer_id      M  67
## 4089  offer received        17.00           408  offer id      M  37
## 4090  offer received        21.00           504  offer id      M  54
## 4091 offer completed        19.75           474  offer_id      F  56
## 4092  offer received        14.00           336  offer id      M  53
## 4093    offer viewed        22.25           534  offer id      M  58
## 4094  offer received        17.00           408  offer id      M  54
## 4095 offer completed        26.50           636  offer_id      F  80
## 4096  offer received        24.00           576  offer id      F  74
## 4097 offer completed        29.75           714  offer_id      F  75
## 4098  offer received         7.00           168  offer id      M  58
## 4099 offer completed        10.75           258  offer_id      F  38
## 4100  offer received        17.00           408  offer id      F  66
## 4101 offer completed        24.50           588  offer_id      M  67
## 4102  offer received        14.00           336  offer id      F  76
## 4103  offer received         0.00             0  offer id      M  44
## 4104  offer received        14.00           336  offer id      F  87
## 4105 offer completed        29.50           708  offer_id      M  46
## 4106  offer received        17.00           408  offer id      O  45
## 4107  offer received        17.00           408  offer id      M  35
## 4108 offer completed        20.00           480  offer_id      F  84
## 4109  offer received         0.00             0  offer id      F  69
## 4110  offer received         7.00           168  offer id      F  46
## 4111  offer received         7.00           168  offer id      M  60
## 4112  offer received         7.00           168  offer id      F  51
## 4113 offer completed         4.75           114  offer_id      M  54
## 4114    offer viewed         7.25           174  offer id      F  51
## 4115    offer viewed         5.50           132  offer id      M  76
## 4116 offer completed        23.25           558  offer_id      M  26
## 4117  offer received        17.00           408  offer id      M  62
## 4118    offer viewed         8.00           192  offer id      F  38
## 4119  offer received        14.00           336  offer id      M  37
## 4120  offer received         0.00             0  offer id      M  63
## 4121  offer received        17.00           408  offer id      M  38
## 4122    offer viewed         8.75           210  offer id      M  59
## 4123    offer viewed        18.00           432  offer id      F  44
## 4124 offer completed        29.00           696  offer_id      F  26
## 4125  offer received        17.00           408  offer id      M  35
## 4126 offer completed         4.25           102  offer_id      M  35
## 4127 offer completed        23.75           570  offer_id      M  66
## 4128 offer completed         9.75           234  offer_id      F  70
## 4129 offer completed         2.50            60  offer_id      M  66
## 4130  offer received        14.00           336  offer id      M  68
## 4131 offer completed         3.25            78  offer_id      F  62
## 4132  offer received        24.00           576  offer id      M  67
## 4133    offer viewed        20.25           486  offer id      F  53
## 4134  offer received        21.00           504  offer id      M  53
## 4135  offer received         0.00             0  offer id      F  69
## 4136    offer viewed         1.75            42  offer id      M  73
## 4137    offer viewed        14.25           342  offer id      F  73
## 4138 offer completed        17.00           408  offer_id      F  24
## 4139  offer received        24.00           576  offer id      M  78
## 4140 offer completed        14.50           348  offer_id      M  66
## 4141  offer received         7.00           168  offer id      M  61
## 4142  offer received        24.00           576  offer id      M  49
## 4143    offer viewed         1.50            36  offer id      M  57
## 4144  offer received         7.00           168  offer id      M  50
## 4145  offer received         0.00             0  offer id      F  60
## 4146  offer received        14.00           336  offer id      M  27
## 4147    offer viewed         5.25           126  offer id      M  56
## 4148 offer completed        19.50           468  offer_id      M  58
## 4149  offer received         7.00           168  offer id      F  95
## 4150  offer received        14.00           336  offer id      M  69
## 4151  offer received        14.00           336  offer id      M  45
## 4152  offer received        14.00           336  offer id      F  64
## 4153 offer completed        14.25           342  offer_id      M  45
## 4154  offer received         0.00             0  offer id      M  49
## 4155  offer received        14.00           336  offer id      F  70
## 4156  offer received        24.00           576  offer id      M  60
## 4157  offer received        24.00           576  offer id      F  77
## 4158 offer completed        22.25           534  offer_id      M  51
## 4159  offer received        17.00           408  offer id      M  65
## 4160  offer received         0.00             0  offer id      F  53
## 4161 offer completed        26.00           624  offer_id      F  30
## 4162  offer received        14.00           336  offer id      F  40
## 4163 offer completed         9.25           222  offer_id      F  40
## 4164 offer completed        26.50           636  offer_id      F  59
## 4165  offer received        24.00           576  offer id      F  30
## 4166    offer viewed         0.25             6  offer id      M  38
## 4167    offer viewed        27.25           654  offer id      F  57
## 4168  offer received        24.00           576  offer id      F  57
## 4169  offer received        24.00           576  offer id      F  42
## 4170  offer received         0.00             0  offer id      F  62
## 4171    offer viewed        15.75           378  offer id      F  55
## 4172  offer received        14.00           336  offer id      F  35
## 4173  offer received         0.00             0  offer id      M  37
## 4174  offer received         0.00             0  offer id      M  73
## 4175 offer completed        25.00           600  offer_id      F  46
## 4176 offer completed        14.75           354  offer_id      F  81
## 4177  offer received        17.00           408  offer id      F  56
## 4178    offer viewed        18.00           432  offer id      M  43
## 4179  offer received        14.00           336  offer id      O  28
## 4180    offer viewed         7.50           180  offer id      F  39
## 4181  offer received         7.00           168  offer id      O  28
## 4182    offer viewed        28.50           684  offer id      M  97
## 4183 offer completed         3.50            84  offer_id      M  65
## 4184  offer received        21.00           504  offer id      F  54
## 4185 offer completed        21.25           510  offer_id      M  51
## 4186  offer received        17.00           408  offer id      M  38
## 4187    offer viewed         0.75            18  offer id      M  84
## 4188 offer completed        25.25           606  offer_id      F  27
## 4189    offer viewed         2.00            48  offer id      M  75
## 4190  offer received        14.00           336  offer id      M  63
## 4191 offer completed        27.75           666  offer_id      F  79
## 4192    offer viewed         5.75           138  offer id      F  47
## 4193  offer received        24.00           576  offer id      M  40
## 4194 offer completed         1.50            36  offer_id      F  88
## 4195    offer viewed         6.25           150  offer id      M  44
## 4196  offer received        17.00           408  offer id      F  78
## 4197    offer viewed        24.25           582  offer id      F  61
## 4198 offer completed        28.50           684  offer_id      F  70
## 4199  offer received         0.00             0  offer id      O  48
## 4200  offer received         0.00             0  offer id      F  54
## 4201    offer viewed         1.00            24  offer id      M  38
## 4202  offer received        24.00           576  offer id      M  21
## 4203  offer received        14.00           336  offer id      M  45
## 4204  offer received         0.00             0  offer id      M  44
## 4205  offer received         0.00             0  offer id      F  69
## 4206  offer received        24.00           576  offer id      M  74
## 4207  offer received        24.00           576  offer id      F  39
## 4208    offer viewed        12.50           300  offer id      O  73
## 4209 offer completed        11.50           276  offer_id      M  58
## 4210    offer viewed        10.75           258  offer id      M  30
## 4211  offer received        17.00           408  offer id      M  51
## 4212  offer received         7.00           168  offer id      F  64
## 4213 offer completed        15.50           372  offer_id      M  67
## 4214 offer completed        10.50           252  offer_id      F  53
## 4215 offer completed        22.25           534  offer_id      F  56
## 4216  offer received         0.00             0  offer id      M  63
## 4217  offer received        14.00           336  offer id      M  63
## 4218  offer received        14.00           336  offer id      F  49
## 4219  offer received        24.00           576  offer id      M  70
## 4220  offer received        21.00           504  offer id      M  34
## 4221  offer received        21.00           504  offer id      M  44
## 4222  offer received        24.00           576  offer id      M  54
## 4223    offer viewed        17.50           420  offer id      F  57
## 4224  offer received         0.00             0  offer id      F  74
## 4225 offer completed        24.00           576  offer_id      F  54
## 4226 offer completed         4.75           114  offer_id      M  50
## 4227    offer viewed        22.00           528  offer id      F  65
## 4228 offer completed         7.00           168  offer_id      F  69
## 4229  offer received        14.00           336  offer id      M  44
## 4230 offer completed        25.00           600  offer_id      F  72
## 4231    offer viewed        19.25           462  offer id      F  37
## 4232  offer received        14.00           336  offer id      F  69
## 4233 offer completed        26.00           624  offer_id      M  54
## 4234  offer received        17.00           408  offer id      F  44
## 4235  offer received        21.00           504  offer id      F  37
## 4236  offer received        17.00           408  offer id      F  56
## 4237    offer viewed         8.00           192  offer id      M  39
## 4238 offer completed        17.00           408  offer_id      M  49
## 4239  offer received         7.00           168  offer id      M  32
## 4240  offer received        24.00           576  offer id      F  45
## 4241  offer received         0.00             0  offer id      F  32
## 4242 offer completed        16.25           390  offer_id      M  47
## 4243  offer received        17.00           408  offer id      M  47
## 4244 offer completed        23.75           570  offer_id      M  53
## 4245  offer received         7.00           168  offer id      M  73
## 4246    offer viewed         5.00           120  offer id      F  57
## 4247  offer received        21.00           504  offer id      M  22
## 4248  offer received         7.00           168  offer id      M  60
## 4249    offer viewed        18.50           444  offer id      F  24
## 4250 offer completed        21.75           522  offer_id      M  58
## 4251  offer received        24.00           576  offer id      F  57
## 4252 offer completed        24.00           576  offer_id      M  54
## 4253  offer received        21.00           504  offer id      M  24
## 4254 offer completed        13.25           318  offer_id      M  46
## 4255  offer received        17.00           408  offer id      M  55
## 4256    offer viewed        20.25           486  offer id      M  49
## 4257    offer viewed        12.00           288  offer id      F  57
## 4258 offer completed        25.75           618  offer_id      M  40
## 4259  offer received         7.00           168  offer id      F  57
## 4260 offer completed        22.25           534  offer_id      F  38
## 4261  offer received        21.00           504  offer id      M  49
## 4262 offer completed        11.50           276  offer_id      F  58
## 4263  offer received        14.00           336  offer id      M  62
## 4264  offer received        17.00           408  offer id      F  46
## 4265  offer received         0.00             0  offer id      M  53
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## 4267  offer received        24.00           576  offer id      F  72
## 4268  offer received        17.00           408  offer id      M  52
## 4269    offer viewed        22.25           534  offer id      M  54
## 4270  offer received         0.00             0  offer id      F  57
## 4271 offer completed        18.00           432  offer_id      M  62
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## 4273  offer received        21.00           504  offer id      F  90
## 4274    offer viewed        26.75           642  offer id      F  69
## 4275 offer completed        20.00           480  offer_id      F  80
## 4276  offer received         0.00             0  offer id      M  77
## 4277  offer received        14.00           336  offer id      F  26
## 4278  offer received        14.00           336  offer id      M  87
## 4279  offer received        14.00           336  offer id      F  73
## 4280  offer received        21.00           504  offer id      F  22
## 4281  offer received        24.00           576  offer id      M  68
## 4282  offer received        14.00           336  offer id      F  91
## 4283  offer received         0.00             0  offer id      F  64
## 4284  offer received         0.00             0  offer id      M  30
## 4285    offer viewed        20.00           480  offer id      M  53
## 4286 offer completed        19.25           462  offer_id      F  51
## 4287  offer received        24.00           576  offer id      M  58
## 4288    offer viewed         2.25            54  offer id      M  75
## 4289 offer completed        22.00           528  offer_id      M  57
## 4290 offer completed        10.00           240  offer_id      F  54
## 4291    offer viewed        22.25           534  offer id      F  64
## 4292  offer received        17.00           408  offer id      F  48
## 4293  offer received         7.00           168  offer id      M  81
## 4294  offer received        21.00           504  offer id      M  57
## 4295  offer received        21.00           504  offer id      M  61
## 4296    offer viewed         7.75           186  offer id      F  54
## 4297    offer viewed         2.25            54  offer id      F  70
## 4298 offer completed        22.25           534  offer_id      M  84
## 4299  offer received        17.00           408  offer id      M  54
## 4300  offer received        21.00           504  offer id      F  54
## 4301  offer received         7.00           168  offer id      F  76
## 4302  offer received        21.00           504  offer id      M  35
## 4303 offer completed        24.75           594  offer_id      F  65
## 4304    offer viewed         9.00           216  offer id      M  84
## 4305  offer received        17.00           408  offer id      F  56
## 4306  offer received         7.00           168  offer id      F  62
## 4307  offer received        17.00           408  offer id      M  80
## 4308 offer completed        24.00           576  offer_id      M  67
## 4309 offer completed        10.75           258  offer_id      F  65
## 4310  offer received        14.00           336  offer id      M  58
## 4311 offer completed        23.00           552  offer_id      F  59
## 4312    offer viewed        24.00           576  offer id      M  44
## 4313  offer received        21.00           504  offer id      M  64
## 4314  offer received        17.00           408  offer id      F  34
## 4315  offer received         7.00           168  offer id      F  57
## 4316    offer viewed        18.00           432  offer id      F  58
## 4317  offer received        21.00           504  offer id      M  77
## 4318  offer received        14.00           336  offer id      M  65
## 4319  offer received        24.00           576  offer id      M  22
## 4320  offer received        21.00           504  offer id      F  73
## 4321  offer received         0.00             0  offer id      F  33
## 4322 offer completed        16.25           390  offer_id      M  94
## 4323  offer received        21.00           504  offer id      M  49
## 4324  offer received         7.00           168  offer id      F  60
## 4325  offer received         0.00             0  offer id      F  85
## 4326  offer received        14.00           336  offer id      M  50
## 4327  offer received        14.00           336  offer id      M  94
## 4328  offer received         0.00             0  offer id      M  28
## 4329  offer received         0.00             0  offer id      F  76
## 4330 offer completed         4.00            96  offer_id      F  36
## 4331 offer completed         0.00             0  offer_id      F  56
## 4332  offer received        14.00           336  offer id      M  49
## 4333  offer received        21.00           504  offer id      M  49
## 4334    offer viewed        15.00           360  offer id      F  41
## 4335  offer received        21.00           504  offer id      M  38
## 4336    offer viewed         9.25           222  offer id      M  75
## 4337 offer completed        11.00           264  offer_id      F  66
## 4338  offer received        17.00           408  offer id      F  56
## 4339  offer received        14.00           336  offer id      F  55
## 4340  offer received        21.00           504  offer id      F  36
## 4341  offer received        24.00           576  offer id      F  75
## 4342  offer received        17.00           408  offer id      F  42
## 4343 offer completed        19.00           456  offer_id      F  76
## 4344  offer received         0.00             0  offer id      F  60
## 4345  offer received        14.00           336  offer id      F  53
## 4346  offer received        17.00           408  offer id      F  49
## 4347  offer received        14.00           336  offer id      F  55
## 4348  offer received        21.00           504  offer id      F  62
## 4349  offer received        21.00           504  offer id      M  24
## 4350 offer completed        15.25           366  offer_id      F  45
## 4351    offer viewed        14.00           336  offer id      F  55
## 4352 offer completed        25.75           618  offer_id      F  51
## 4353 offer completed        18.75           450  offer_id      F  52
## 4354    offer viewed        25.00           600  offer id      F  54
## 4355 offer completed        28.00           672  offer_id      M  64
## 4356 offer completed        25.75           618  offer_id      F  48
## 4357  offer received        24.00           576  offer id      M  64
## 4358  offer received        14.00           336  offer id      M  54
## 4359  offer received        21.00           504  offer id      M  48
## 4360    offer viewed        24.25           582  offer id      M  55
## 4361 offer completed        27.25           654  offer_id      M  21
## 4362  offer received        17.00           408  offer id      F  58
## 4363    offer viewed        16.50           396  offer id      F  48
## 4364 offer completed        26.50           636  offer_id      M  29
## 4365 offer completed        25.50           612  offer_id      F  58
## 4366  offer received         7.00           168  offer id      M  52
## 4367 offer completed        21.25           510  offer_id      F  59
## 4368 offer completed        19.00           456  offer_id      M  26
## 4369  offer received         0.00             0  offer id      M  45
## 4370 offer completed         7.25           174  offer_id      F  97
## 4371  offer received        21.00           504  offer id      M  21
## 4372 offer completed        17.25           414  offer_id      M  71
## 4373  offer received        24.00           576  offer id      F  40
## 4374  offer received         0.00             0  offer id      M  54
## 4375  offer received        21.00           504  offer id      F  78
## 4376  offer received        24.00           576  offer id      M  57
## 4377  offer received        17.00           408  offer id      M  71
## 4378  offer received        14.00           336  offer id      M  50
## 4379  offer received         0.00             0  offer id      F  72
## 4380 offer completed        20.25           486  offer_id      M  33
## 4381 offer completed        21.75           522  offer_id      M  69
## 4382  offer received         0.00             0  offer id      M  53
## 4383  offer received        17.00           408  offer id      F  49
## 4384  offer received        14.00           336  offer id      M  64
## 4385  offer received        24.00           576  offer id      M  53
## 4386  offer received        17.00           408  offer id      F  82
## 4387  offer received         7.00           168  offer id      F  54
## 4388  offer received        17.00           408  offer id      O  60
## 4389  offer received        21.00           504  offer id      M  55
## 4390  offer received         0.00             0  offer id      M  94
## 4391    offer viewed         0.50            12  offer id      M  50
## 4392 offer completed         7.00           168  offer_id      M  45
## 4393 offer completed        29.25           702  offer_id      M  19
## 4394  offer received         0.00             0  offer id      M  37
## 4395  offer received        14.00           336  offer id      M  60
## 4396  offer received        21.00           504  offer id      M  43
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## 4399  offer received        17.00           408  offer id      M  56
## 4400  offer received        21.00           504  offer id      M  51
## 4401 offer completed         4.75           114  offer_id      M  76
## 4402 offer completed         0.00             0  offer_id      M  77
## 4403  offer received        14.00           336  offer id      M  48
## 4404  offer received        24.00           576  offer id      F  51
## 4405 offer completed         8.50           204  offer_id      F  88
## 4406  offer received         0.00             0  offer id      F  51
## 4407  offer received        24.00           576  offer id      M  65
## 4408    offer viewed        18.50           444  offer id      M  47
## 4409    offer viewed         2.75            66  offer id      M  64
## 4410 offer completed        27.00           648  offer_id      M  88
## 4411    offer viewed        18.50           444  offer id      F  40
## 4412  offer received        21.00           504  offer id      F  68
## 4413  offer received        21.00           504  offer id      M  39
## 4414 offer completed         8.75           210  offer_id      F  92
## 4415    offer viewed         7.00           168  offer id      M  64
## 4416  offer received        14.00           336  offer id      M  19
## 4417  offer received        17.00           408  offer id      M  74
## 4418  offer received         7.00           168  offer id      F  52
## 4419  offer received        24.00           576  offer id      M  73
## 4420 offer completed        21.25           510  offer_id      F  68
## 4421    offer viewed        21.50           516  offer id      F  34
## 4422  offer received        21.00           504  offer id      M  51
## 4423 offer completed        15.25           366  offer_id      M  72
## 4424  offer received        21.00           504  offer id      M  63
## 4425  offer received        21.00           504  offer id      F  78
## 4426  offer received         0.00             0  offer id      F  78
## 4427  offer received         0.00             0  offer id      F  70
## 4428  offer received        14.00           336  offer id      M  31
## 4429 offer completed        11.75           282  offer_id      F  70
## 4430  offer received         7.00           168  offer id      M  50
## 4431  offer received         0.00             0  offer id      M  44
## 4432  offer received        14.00           336  offer id      M  38
## 4433    offer viewed        22.00           528  offer id      M  63
## 4434    offer viewed        24.50           588  offer id      F  62
## 4435 offer completed        24.75           594  offer_id      M  83
## 4436  offer received        17.00           408  offer id      M  56
## 4437  offer received        14.00           336  offer id      F  51
## 4438    offer viewed        11.00           264  offer id      F  54
## 4439  offer received        14.00           336  offer id      F  29
## 4440  offer received        21.00           504  offer id      M  65
## 4441    offer viewed        14.50           348  offer id      M  56
## 4442  offer received        24.00           576  offer id      F  51
## 4443  offer received        14.00           336  offer id      F  61
## 4444    offer viewed        17.25           414  offer id      M  46
## 4445  offer received        21.00           504  offer id      M  58
## 4446  offer received        24.00           576  offer id      F  66
## 4447  offer received        14.00           336  offer id      F  56
## 4448  offer received         7.00           168  offer id      M  55
## 4449 offer completed        26.50           636  offer_id      F  51
## 4450 offer completed        16.25           390  offer_id      M  56
## 4451  offer received        24.00           576  offer id      M  67
## 4452 offer completed        25.25           606  offer_id      M  67
## 4453  offer received        14.00           336  offer id      M  33
## 4454 offer completed        25.00           600  offer_id      M  52
## 4455 offer completed        26.50           636  offer_id      O  48
## 4456 offer completed        15.50           372  offer_id      M  49
## 4457 offer completed        26.75           642  offer_id      M  21
## 4458  offer received        21.00           504  offer id      M  74
## 4459    offer viewed        18.25           438  offer id      F  49
## 4460    offer viewed        20.75           498  offer id      M  68
## 4461  offer received        14.00           336  offer id      M  35
## 4462 offer completed        26.75           642  offer_id      F  49
## 4463    offer viewed        17.25           414  offer id      F  77
## 4464 offer completed        21.75           522  offer_id      F  59
## 4465 offer completed        19.50           468  offer_id      F  48
## 4466  offer received        17.00           408  offer id      F  33
## 4467 offer completed        18.50           444  offer_id      M  54
## 4468 offer completed         2.00            48  offer_id      F  43
## 4469 offer completed         0.00             0  offer_id      F  40
## 4470 offer completed        26.25           630  offer_id      F  74
## 4471  offer received         7.00           168  offer id      F  29
## 4472  offer received        17.00           408  offer id      M  50
## 4473  offer received        21.00           504  offer id      M  35
## 4474  offer received        21.00           504  offer id      M  60
## 4475  offer received        14.00           336  offer id      F  51
## 4476  offer received        24.00           576  offer id      M  20
## 4477  offer received         7.00           168  offer id      F  63
## 4478  offer received        14.00           336  offer id      F  56
## 4479  offer received         7.00           168  offer id      M  51
## 4480 offer completed        18.75           450  offer_id      M  58
## 4481  offer received        14.00           336  offer id      M  25
## 4482  offer received         7.00           168  offer id      M  57
## 4483 offer completed        29.25           702  offer_id      M  64
## 4484    offer viewed         1.50            36  offer id      F  40
## 4485  offer received        14.00           336  offer id      F  57
## 4486    offer viewed        25.00           600  offer id      F  44
## 4487    offer viewed        21.00           504  offer id      F  68
## 4488  offer received        14.00           336  offer id      F  55
## 4489 offer completed        21.25           510  offer_id      M  76
## 4490    offer viewed        21.75           522  offer id      M  52
## 4491 offer completed         0.50            12  offer_id      F  65
## 4492  offer received         7.00           168  offer id      M  37
## 4493  offer received        17.00           408  offer id      F  48
## 4494  offer received        24.00           576  offer id      M  39
## 4495    offer viewed        24.50           588  offer id      M  48
## 4496 offer completed         8.00           192  offer_id      M  58
## 4497    offer viewed         3.00            72  offer id      M  39
## 4498    offer viewed         1.75            42  offer id      F  51
## 4499 offer completed         3.25            78  offer_id      F  52
## 4500  offer received         7.00           168  offer id      M  50
## 4501 offer completed        17.75           426  offer_id      F  68
## 4502  offer received        21.00           504  offer id      F  63
## 4503  offer received         7.00           168  offer id      M  39
## 4504  offer received        21.00           504  offer id      M  52
## 4505 offer completed        22.00           528  offer_id      F  59
## 4506 offer completed        10.00           240  offer_id      F  54
## 4507    offer viewed        17.25           414  offer id      M  46
## 4508  offer received         0.00             0  offer id      F  51
## 4509  offer received        17.00           408  offer id      M  48
## 4510 offer completed        18.25           438  offer_id      F  68
## 4511  offer received        17.00           408  offer id      M  51
## 4512 offer completed         2.00            48  offer_id      F  53
## 4513  offer received         0.00             0  offer id      M  63
## 4514 offer completed        28.00           672  offer_id      M  57
## 4515 offer completed        18.50           444  offer_id      F  74
## 4516  offer received        14.00           336  offer id      F  63
## 4517  offer received        21.00           504  offer id      M  22
## 4518 offer completed        20.75           498  offer_id      M  43
## 4519 offer completed        14.75           354  offer_id      M  44
## 4520 offer completed         7.75           186  offer_id      F  76
## 4521 offer completed        10.25           246  offer_id      F  23
## 4522  offer received         7.00           168  offer id      M  54
## 4523  offer received         0.00             0  offer id      M  60
## 4524  offer received        14.00           336  offer id      M  51
## 4525 offer completed         8.75           210  offer_id      F  54
## 4526 offer completed        21.75           522  offer_id      M  73
## 4527    offer viewed        25.00           600  offer id      F  81
## 4528  offer received         7.00           168  offer id      M  44
## 4529 offer completed        29.25           702  offer_id      M  66
## 4530    offer viewed         2.50            60  offer id      F  63
## 4531 offer completed        17.75           426  offer_id      M  51
## 4532  offer received         0.00             0  offer id      F  58
## 4533    offer viewed        18.25           438  offer id      F  75
## 4534  offer received        17.00           408  offer id      F  91
## 4535    offer viewed        23.25           558  offer id      M  54
## 4536  offer received        14.00           336  offer id      M  49
## 4537 offer completed        26.00           624  offer_id      F  37
## 4538  offer received        14.00           336  offer id      M  53
## 4539  offer received        24.00           576  offer id      F  81
## 4540 offer completed        24.00           576  offer_id      M  59
## 4541    offer viewed        29.25           702  offer id      M  53
## 4542  offer received        17.00           408  offer id      M  42
## 4543    offer viewed        22.25           534  offer id      M  59
## 4544 offer completed        29.25           702  offer_id      F  50
## 4545  offer received        17.00           408  offer id      F  51
## 4546 offer completed         4.25           102  offer_id      M  81
## 4547 offer completed        23.25           558  offer_id      F  56
## 4548  offer received        17.00           408  offer id      F  33
## 4549 offer completed        26.75           642  offer_id      F  65
## 4550  offer received         0.00             0  offer id      F  79
## 4551  offer received        14.00           336  offer id      M  67
## 4552  offer received        14.00           336  offer id      F  35
## 4553 offer completed        25.75           618  offer_id      F  55
## 4554    offer viewed         9.00           216  offer id      M  65
## 4555  offer received        14.00           336  offer id      M  64
## 4556  offer received         7.00           168  offer id      M  42
## 4557  offer received         0.00             0  offer id      F  45
## 4558  offer received        17.00           408  offer id      M  42
## 4559 offer completed        26.00           624  offer_id      F  88
## 4560 offer completed        23.75           570  offer_id      M  22
## 4561    offer viewed         1.25            30  offer id      F  88
## 4562    offer viewed         9.75           234  offer id      M  40
## 4563  offer received        21.00           504  offer id      M  80
## 4564  offer received         7.00           168  offer id      M  75
## 4565 offer completed        27.75           666  offer_id      F  83
## 4566  offer received        21.00           504  offer id      M  75
## 4567  offer received         7.00           168  offer id      M  38
## 4568    offer viewed         0.25             6  offer id      M  36
## 4569  offer received        14.00           336  offer id      M  46
## 4570 offer completed        22.75           546  offer_id      M  44
## 4571 offer completed        20.00           480  offer_id      F  56
## 4572 offer completed        23.75           570  offer_id      F  54
## 4573 offer completed        17.25           414  offer_id      F  66
## 4574  offer received        14.00           336  offer id      F  66
## 4575  offer received        14.00           336  offer id      M  45
## 4576 offer completed        25.50           612  offer_id      F  57
## 4577 offer completed        25.00           600  offer_id      F  33
## 4578    offer viewed        14.50           348  offer id      F  49
## 4579    offer viewed        26.00           624  offer id      M  85
## 4580  offer received        17.00           408  offer id      M  21
## 4581  offer received         0.00             0  offer id      F  56
## 4582  offer received         0.00             0  offer id      F  65
## 4583 offer completed        18.50           444  offer_id      M  51
## 4584    offer viewed        27.75           666  offer id      M  42
## 4585 offer completed        28.00           672  offer_id      F  56
## 4586  offer received        21.00           504  offer id      F  76
## 4587    offer viewed        22.75           546  offer id      M  52
## 4588    offer viewed        24.75           594  offer id      O  51
## 4589  offer received        21.00           504  offer id      M  54
## 4590  offer received        24.00           576  offer id      F  58
## 4591  offer received        14.00           336  offer id      M  46
## 4592    offer viewed         1.00            24  offer id      F  55
## 4593 offer completed        21.25           510  offer_id      F  86
## 4594  offer received         7.00           168  offer id      F  57
## 4595 offer completed        26.75           642  offer_id      M  46
## 4596 offer completed        28.00           672  offer_id      M  78
## 4597  offer received         0.00             0  offer id      F  74
## 4598    offer viewed        10.75           258  offer id      M  37
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## 4603  offer received        21.00           504  offer id      F  64
## 4604 offer completed        25.00           600  offer_id      O  61
## 4605 offer completed         8.75           210  offer_id      F  58
## 4606  offer received        24.00           576  offer id      M  58
## 4607    offer viewed        17.00           408  offer id      M  80
## 4608 offer completed        15.75           378  offer_id      M  75
## 4609    offer viewed        22.50           540  offer id      M  87
## 4610  offer received        14.00           336  offer id      M  67
## 4611  offer received        17.00           408  offer id      M  66
## 4612  offer received         7.00           168  offer id      F  69
## 4613  offer received        24.00           576  offer id      M  30
## 4614  offer received        17.00           408  offer id      M  33
## 4615 offer completed         9.00           216  offer_id      M  27
## 4616  offer received         7.00           168  offer id      M  64
## 4617  offer received         0.00             0  offer id      F  63
## 4618 offer completed        21.00           504  offer_id      F  53
## 4619 offer completed        24.75           594  offer_id      F  63
## 4620  offer received        21.00           504  offer id      F  68
## 4621    offer viewed         2.25            54  offer id      M  30
## 4622  offer received        14.00           336  offer id      M  42
## 4623  offer received        21.00           504  offer id      F  42
## 4624  offer received        24.00           576  offer id      M  27
## 4625  offer received         0.00             0  offer id      M  56
## 4626    offer viewed         3.75            90  offer id      M  41
## 4627 offer completed        11.50           276  offer_id      M  56
## 4628  offer received        14.00           336  offer id      M  37
## 4629  offer received         7.00           168  offer id      M  55
## 4630    offer viewed        14.75           354  offer id      F  57
## 4631  offer received        17.00           408  offer id      M  18
## 4632  offer received        24.00           576  offer id      F  37
## 4633  offer received         7.00           168  offer id      F  59
## 4634    offer viewed         9.50           228  offer id      M  56
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## 4636  offer received        24.00           576  offer id      F  48
## 4637 offer completed        12.00           288  offer_id      F  86
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## 4642  offer received        24.00           576  offer id      F  54
## 4643  offer received         7.00           168  offer id      M  57
## 4644 offer completed        26.75           642  offer_id      M  51
## 4645  offer received         7.00           168  offer id      M  49
## 4646  offer received        21.00           504  offer id      M  49
## 4647  offer received         7.00           168  offer id      F  34
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## 4649    offer viewed         7.00           168  offer id      M  57
## 4650  offer received        17.00           408  offer id      M  41
## 4651 offer completed        14.25           342  offer_id      F  48
## 4652  offer received        24.00           576  offer id      M  68
## 4653  offer received        24.00           576  offer id      M  42
## 4654  offer received        14.00           336  offer id      M  70
## 4655    offer viewed        25.75           618  offer id      M  18
## 4656 offer completed        15.25           366  offer_id      M  71
## 4657    offer viewed        16.75           402  offer id      M  67
## 4658 offer completed        19.75           474  offer_id      M  41
## 4659 offer completed        10.75           258  offer_id      F  55
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## 4676 offer completed         9.75           234  offer_id      F  60
## 4677  offer received        21.00           504  offer id      M  52
## 4678  offer received        24.00           576  offer id      F  73
## 4679 offer completed        21.75           522  offer_id      F  70
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## 4681 offer completed        17.50           420  offer_id      F  59
## 4682 offer completed        13.00           312  offer_id      F  47
## 4683    offer viewed        24.00           576  offer id      F  49
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## 4685 offer completed         7.00           168  offer_id      M  72
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## 4688    offer viewed         3.25            78  offer id      F  57
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## 4692  offer received        24.00           576  offer id      F  84
## 4693 offer completed        19.00           456  offer_id      M  51
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## 4695 offer completed        17.75           426  offer_id      M  80
## 4696 offer completed        23.25           558  offer_id      F  22
## 4697    offer viewed        24.00           576  offer id      M  42
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## 4699  offer received        17.00           408  offer id      F  35
## 4700  offer received        24.00           576  offer id      M  55
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## 4702  offer received        14.00           336  offer id      F  62
## 4703  offer received         0.00             0  offer id      F  47
## 4704  offer received        14.00           336  offer id      F  36
## 4705 offer completed         3.75            90  offer_id      M  55
## 4706 offer completed        25.75           618  offer_id      F  41
## 4707  offer received         7.00           168  offer id      M  28
## 4708 offer completed         9.50           228  offer_id      O  39
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## 4710  offer received        14.00           336  offer id      M  37
## 4711  offer received        14.00           336  offer id      F  27
## 4712    offer viewed        17.00           408  offer id      M  77
## 4713  offer received         7.00           168  offer id      M  45
## 4714    offer viewed        23.25           558  offer id      F  51
## 4715    offer viewed         7.75           186  offer id      M  45
## 4716 offer completed        13.25           318  offer_id      M  45
## 4717  offer received        21.00           504  offer id      M  53
## 4718  offer received        17.00           408  offer id      M  46
## 4719  offer received         0.00             0  offer id      F  53
## 4720  offer received        21.00           504  offer id      M  70
## 4721    offer viewed        21.00           504  offer id      M  68
## 4722  offer received        21.00           504  offer id      M  19
## 4723  offer received         0.00             0  offer id      M  61
## 4724 offer completed        16.75           402  offer_id      M  68
## 4725  offer received         0.00             0  offer id      M  56
## 4726  offer received        21.00           504  offer id      F  53
## 4727  offer received        14.00           336  offer id      F  73
## 4728    offer viewed         3.50            84  offer id      M  73
## 4729 offer completed         9.00           216  offer_id      F  58
## 4730 offer completed        29.75           714  offer_id      F  48
## 4731  offer received         0.00             0  offer id      M  48
## 4732 offer completed        21.00           504  offer_id      M  46
## 4733  offer received        21.00           504  offer id      M  61
## 4734 offer completed        19.50           468  offer_id      F  57
## 4735    offer viewed         3.00            72  offer id      F  58
## 4736 offer completed        22.25           534  offer_id      F  62
## 4737  offer received         7.00           168  offer id      M  61
## 4738  offer received        24.00           576  offer id      M  53
## 4739  offer received        21.00           504  offer id      M  48
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## 4741  offer received        21.00           504  offer id      F  76
## 4742 offer completed        15.00           360  offer_id      M  61
## 4743    offer viewed        24.50           588  offer id      F  66
## 4744 offer completed        15.00           360  offer_id      F  49
## 4745 offer completed        20.75           498  offer_id      M  68
## 4746    offer viewed        12.50           300  offer id      M  51
## 4747  offer received         7.00           168  offer id      F  55
## 4748  offer received        21.00           504  offer id      M  29
## 4749  offer received        14.00           336  offer id      M  77
## 4750  offer received        14.00           336  offer id      M  52
## 4751 offer completed        20.50           492  offer_id      F  72
## 4752    offer viewed        21.50           516  offer id      M  67
## 4753 offer completed        29.25           702  offer_id      M  45
## 4754    offer viewed        11.75           282  offer id      F  49
## 4755 offer completed        19.00           456  offer_id      M  66
## 4756  offer received         0.00             0  offer id      F  56
## 4757    offer viewed         9.50           228  offer id      F  55
## 4758  offer received        24.00           576  offer id      F  57
## 4759 offer completed        29.50           708  offer_id      M  44
## 4760  offer received        17.00           408  offer id      F  69
## 4761  offer received         0.00             0  offer id      F  48
## 4762  offer received        24.00           576  offer id      F  48
## 4763  offer received         7.00           168  offer id      M  56
## 4764  offer received        17.00           408  offer id      F  60
## 4765 offer completed        23.00           552  offer_id      M  76
## 4766  offer received        14.00           336  offer id      M  20
## 4767  offer received         0.00             0  offer id      M  32
## 4768  offer received        14.00           336  offer id      M  44
## 4769 offer completed        19.75           474  offer_id      F  47
## 4770    offer viewed        18.00           432  offer id      M  74
## 4771    offer viewed         6.50           156  offer id      F  50
## 4772 offer completed        25.75           618  offer_id      F  33
## 4773  offer received        24.00           576  offer id      F  47
## 4774  offer received        17.00           408  offer id      M  20
## 4775 offer completed        26.00           624  offer_id      M  25
## 4776  offer received        24.00           576  offer id      F  55
## 4777  offer received         7.00           168  offer id      M  60
## 4778  offer received         7.00           168  offer id      M  39
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## 4780  offer received        24.00           576  offer id      M  63
## 4781    offer viewed         8.00           192  offer id      F  40
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## 4783    offer viewed         9.00           216  offer id      M  43
## 4784 offer completed        21.25           510  offer_id      O  84
## 4785  offer received        14.00           336  offer id      M  40
## 4786 offer completed        22.00           528  offer_id      M  62
## 4787  offer received        21.00           504  offer id      F  65
## 4788 offer completed        22.75           546  offer_id      F  24
## 4789  offer received        21.00           504  offer id      M  23
## 4790 offer completed        26.25           630  offer_id      M  60
## 4791 offer completed         9.75           234  offer_id      M  20
## 4792  offer received        17.00           408  offer id      M  67
## 4793  offer received        24.00           576  offer id      M  39
## 4794 offer completed         7.50           180  offer_id      M  37
## 4795  offer received        14.00           336  offer id      F  62
## 4796    offer viewed         5.00           120  offer id      M  39
## 4797 offer completed        25.25           606  offer_id      F  54
## 4798  offer received         7.00           168  offer id      F  52
## 4799    offer viewed        15.75           378  offer id      F  78
## 4800 offer completed        27.75           666  offer_id      F  79
## 4801  offer received        21.00           504  offer id      F  74
## 4802 offer completed        21.00           504  offer_id      F  70
## 4803  offer received        24.00           576  offer id      F  45
## 4804  offer received        17.00           408  offer id      M  73
## 4805 offer completed        21.00           504  offer_id      M  91
## 4806  offer received        14.00           336  offer id      M  46
## 4807  offer received         0.00             0  offer id      F  52
## 4808  offer received         0.00             0  offer id      F  48
## 4809  offer received        24.00           576  offer id      F  68
## 4810    offer viewed        16.00           384  offer id      F  69
## 4811 offer completed        17.25           414  offer_id      F  58
## 4812  offer received        24.00           576  offer id      F  79
## 4813    offer viewed        24.50           588  offer id      M  73
## 4814 offer completed        18.00           432  offer_id      F  69
## 4815  offer received        24.00           576  offer id      M  36
## 4816  offer received        21.00           504  offer id      F  66
## 4817 offer completed        22.00           528  offer_id      M  73
## 4818    offer viewed         2.25            54  offer id      F  48
## 4819  offer received        17.00           408  offer id      M  38
## 4820  offer received        17.00           408  offer id      F  59
## 4821  offer received        14.00           336  offer id      F  58
## 4822 offer completed        24.25           582  offer_id      M  69
## 4823  offer received        17.00           408  offer id      M  35
## 4824  offer received         0.00             0  offer id      M  25
## 4825 offer completed        10.75           258  offer_id      M  83
## 4826    offer viewed        22.00           528  offer id      M  47
## 4827  offer received         7.00           168  offer id      F  53
## 4828  offer received        24.00           576  offer id      F  25
## 4829  offer received        21.00           504  offer id      M  70
## 4830  offer received         0.00             0  offer id      F  50
## 4831  offer received        21.00           504  offer id      M  57
## 4832 offer completed        16.50           396  offer_id      F  50
## 4833 offer completed         8.25           198  offer_id      M  62
## 4834  offer received         0.00             0  offer id      F  18
## 4835  offer received        21.00           504  offer id      F  71
## 4836  offer received        14.00           336  offer id      M  31
## 4837  offer received        21.00           504  offer id      F  76
## 4838 offer completed         7.75           186  offer_id      M  31
## 4839 offer completed        15.00           360  offer_id      F  46
## 4840  offer received         0.00             0  offer id      F  55
## 4841 offer completed        13.25           318  offer_id      M  75
## 4842  offer received        14.00           336  offer id      F  50
## 4843  offer received        17.00           408  offer id      M  54
## 4844  offer received        21.00           504  offer id      M  72
## 4845    offer viewed        19.75           474  offer id      M  51
## 4846 offer completed        27.50           660  offer_id      M  86
## 4847    offer viewed         2.00            48  offer id      F  45
## 4848  offer received        17.00           408  offer id      M  66
## 4849  offer received         0.00             0  offer id      M  51
## 4850 offer completed        24.50           588  offer_id      M  78
## 4851  offer received         0.00             0  offer id      M  52
## 4852  offer received        24.00           576  offer id      M  39
## 4853  offer received         7.00           168  offer id      M  26
## 4854  offer received        17.00           408  offer id      M  56
## 4855 offer completed        27.50           660  offer_id      F  73
## 4856 offer completed         8.25           198  offer_id      F  34
## 4857  offer received         0.00             0  offer id      M  65
## 4858 offer completed        28.25           678  offer_id      F  58
## 4859    offer viewed        26.25           630  offer id      M  56
## 4860 offer completed        22.50           540  offer_id      M  73
## 4861  offer received         7.00           168  offer id      F  47
## 4862  offer received        14.00           336  offer id      M  23
## 4863  offer received        24.00           576  offer id      M  56
## 4864  offer received         7.00           168  offer id      F  34
## 4865  offer received        21.00           504  offer id      M  59
## 4866  offer received        14.00           336  offer id      F  18
## 4867  offer received        24.00           576  offer id      M  26
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## 4869  offer received        24.00           576  offer id      M  43
## 4870 offer completed        19.00           456  offer_id      F  43
## 4871  offer received        14.00           336  offer id      F  60
## 4872    offer viewed        15.50           372  offer id      M  43
## 4873    offer viewed        25.00           600  offer id      F  67
## 4874 offer completed        15.75           378  offer_id      M  43
## 4875 offer completed        15.75           378  offer_id      F  80
## 4876  offer received        14.00           336  offer id      M  48
## 4877  offer received        17.00           408  offer id      M  48
## 4878    offer viewed        17.00           408  offer id      M  48
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## 4880 offer completed         2.25            54  offer_id      F  64
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## 4882  offer received         0.00             0  offer id      F  90
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## 4884  offer received         7.00           168  offer id      M  51
## 4885 offer completed        20.00           480  offer_id      F  58
## 4886  offer received        17.00           408  offer id      F  77
## 4887  offer received        24.00           576  offer id      F  54
## 4888  offer received         0.00             0  offer id      F  38
## 4889  offer received        24.00           576  offer id      F  42
## 4890 offer completed        20.00           480  offer_id      F  58
## 4891  offer received         0.00             0  offer id      M  84
## 4892  offer received        17.00           408  offer id      F  84
## 4893  offer received         0.00             0  offer id      M  54
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## 4895  offer received         0.00             0  offer id      M  51
## 4896 offer completed         8.50           204  offer_id      F  75
## 4897 offer completed         7.00           168  offer_id      M  54
## 4898 offer completed        18.50           444  offer_id      F  62
## 4899  offer received         0.00             0  offer id      F  50
## 4900 offer completed        19.00           456  offer_id      M  63
## 4901  offer received         0.00             0  offer id      M  53
## 4902  offer received        17.00           408  offer id      M  44
## 4903    offer viewed         7.50           180  offer id      F  75
## 4904  offer received        14.00           336  offer id      F  58
## 4905    offer viewed        14.25           342  offer id      M  53
## 4906 offer completed        20.50           492  offer_id      F  63
## 4907  offer received         0.00             0  offer id      M  64
## 4908 offer completed         9.00           216  offer_id      M  64
## 4909  offer received        24.00           576  offer id      F  47
## 4910  offer received         7.00           168  offer id      M  78
## 4911 offer completed        13.25           318  offer_id      M  55
## 4912  offer received        24.00           576  offer id      M  51
## 4913 offer completed        24.25           582  offer_id      M  53
## 4914 offer completed         9.00           216  offer_id      F  74
## 4915  offer received         7.00           168  offer id      F  61
## 4916  offer received         0.00             0  offer id      M  49
## 4917  offer received        14.00           336  offer id      F  55
## 4918  offer received        24.00           576  offer id      M  20
## 4919  offer received        14.00           336  offer id      M  51
## 4920    offer viewed        27.50           660  offer id      F  49
## 4921    offer viewed        18.00           432  offer id      F  71
## 4922 offer completed         4.00            96  offer_id      F  20
## 4923    offer viewed        24.00           576  offer id      F  68
## 4924  offer received        24.00           576  offer id      M  67
## 4925    offer viewed        15.25           366  offer id      M  58
## 4926 offer completed         4.50           108  offer_id      F  19
## 4927  offer received         0.00             0  offer id      F  55
## 4928    offer viewed         2.50            60  offer id      F  90
## 4929 offer completed         8.25           198  offer_id      M  25
## 4930  offer received         0.00             0  offer id      M  24
## 4931  offer received        14.00           336  offer id      O  48
## 4932 offer completed        20.25           486  offer_id      F  48
## 4933  offer received        24.00           576  offer id      F  74
## 4934  offer received         0.00             0  offer id      F  23
## 4935 offer completed        22.25           534  offer_id      F  59
## 4936    offer viewed         0.00             0  offer id      M  85
## 4937  offer received        14.00           336  offer id      F  38
## 4938  offer received         7.00           168  offer id      M  40
## 4939 offer completed         9.50           228  offer_id      F  43
## 4940    offer viewed        17.00           408  offer id      M  88
## 4941    offer viewed        24.75           594  offer id      F  48
## 4942 offer completed        26.50           636  offer_id      M  58
## 4943    offer viewed        15.25           366  offer id      M  51
## 4944    offer viewed         2.25            54  offer id      M  63
## 4945  offer received         7.00           168  offer id      M  67
## 4946  offer received        14.00           336  offer id      F  48
## 4947  offer received        17.00           408  offer id      O  57
## 4948    offer viewed        16.50           396  offer id      F  38
## 4949 offer completed        16.25           390  offer_id      F  89
## 4950  offer received         7.00           168  offer id      M  31
## 4951    offer viewed         7.25           174  offer id      F  39
## 4952  offer received        14.00           336  offer id      M  61
## 4953    offer viewed        10.00           240  offer id      M  48
## 4954  offer received         0.00             0  offer id      M  23
## 4955 offer completed         8.50           204  offer_id      M  48
## 4956 offer completed        12.50           300  offer_id      F  48
## 4957  offer received         7.00           168  offer id      F  70
## 4958  offer received         7.00           168  offer id      M  57
## 4959  offer received         0.00             0  offer id      F  86
## 4960    offer viewed        13.25           318  offer id      M  64
## 4961 offer completed         5.25           126  offer_id      M  62
## 4962  offer received        21.00           504  offer id      M  19
## 4963 offer completed        17.50           420  offer_id      M  51
## 4964  offer received         0.00             0  offer id      F  52
## 4965  offer received        24.00           576  offer id      M  52
## 4966    offer viewed        18.25           438  offer id      M  51
## 4967  offer received         7.00           168  offer id      M  71
## 4968  offer received         0.00             0  offer id      M  62
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## 4970  offer received        21.00           504  offer id      M  60
## 4971  offer received        21.00           504  offer id      M  51
## 4972  offer received         7.00           168  offer id      M  19
## 4973  offer received        17.00           408  offer id      M  51
## 4974  offer received        14.00           336  offer id      M  30
## 4975 offer completed        25.25           606  offer_id      F  25
## 4976    offer viewed        21.75           522  offer id      F  63
## 4977  offer received         0.00             0  offer id      M  59
## 4978  offer received        24.00           576  offer id      F  74
## 4979  offer received        17.00           408  offer id      F  71
## 4980  offer received        14.00           336  offer id      M  51
## 4981  offer received        21.00           504  offer id      M  19
## 4982  offer received        24.00           576  offer id      F  81
## 4983  offer received        17.00           408  offer id      M  54
## 4984  offer received        24.00           576  offer id      M  33
## 4985  offer received        24.00           576  offer id      M  40
## 4986 offer completed         9.00           216  offer_id      M  51
## 4987 offer completed        27.00           648  offer_id      M  61
## 4988  offer received        17.00           408  offer id      M  27
## 4989    offer viewed        23.00           552  offer id      M  77
## 4990    offer viewed        21.25           510  offer id      M  56
## 4991 offer completed        27.75           666  offer_id      M  73
## 4992    offer viewed        17.25           414  offer id      M  51
## 4993  offer received        21.00           504  offer id      M  51
## 4994    offer viewed        24.00           576  offer id      M  55
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## 4996  offer received        17.00           408  offer id      F  56
## 4997 offer completed         6.25           150  offer_id      F  28
## 4998  offer received        14.00           336  offer id      F  37
## 4999    offer viewed        22.00           528  offer id      M  51
## 5000 offer completed        21.25           510  offer_id      F  22
## 5001 offer completed        19.75           474  offer_id      F  73
## 5002 offer completed        18.00           432  offer_id      F  59
## 5003 offer completed        18.75           450  offer_id      M  61
## 5004 offer completed        19.75           474  offer_id      M  96
## 5005    offer viewed        26.75           642  offer id      M  51
## 5006  offer received        17.00           408  offer id      M  57
## 5007 offer completed        22.00           528  offer_id      F  68
## 5008    offer viewed        21.25           510  offer id      F  68
## 5009 offer completed         8.25           198  offer_id      F  26
## 5010  offer received        24.00           576  offer id      M  27
## 5011  offer received        14.00           336  offer id      M  64
## 5012  offer received        21.00           504  offer id      F  77
## 5013 offer completed        17.75           426  offer_id      F  24
## 5014 offer completed        25.25           606  offer_id      M  58
## 5015 offer completed        12.50           300  offer_id      F  21
## 5016  offer received        17.00           408  offer id      M  38
## 5017  offer received        24.00           576  offer id      M  63
## 5018  offer received        21.00           504  offer id      M  28
## 5019  offer received        17.00           408  offer id      F  74
## 5020 offer completed        23.50           564  offer_id      F  45
## 5021    offer viewed        16.25           390  offer id      F  61
## 5022 offer completed        23.25           558  offer_id      M  56
## 5023  offer received        21.00           504  offer id      F  52
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## 5025  offer received        14.00           336  offer id      F  45
## 5026  offer received        14.00           336  offer id      M  27
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## 5032 offer completed         8.50           204  offer_id      M  59
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## 5050 offer completed        27.75           666  offer_id      F  67
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## 5075 offer completed        27.75           666  offer_id      M  21
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## 5077 offer completed        25.25           606  offer_id      F  21
## 5078    offer viewed        15.25           366  offer id      F  50
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## 5081 offer completed        21.75           522  offer_id      M  46
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## 5089 offer completed        21.00           504  offer_id      F  45
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## 5092 offer completed         8.50           204  offer_id      F  60
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## 5094  offer received        14.00           336  offer id      F  72
## 5095    offer viewed        18.75           450  offer id      M  71
## 5096  offer received        24.00           576  offer id      M  27
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## 5098 offer completed        28.00           672  offer_id      F  55
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## 5104  offer received        21.00           504  offer id      F  53
## 5105 offer completed        22.00           528  offer_id      F  42
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## 5110 offer completed        14.75           354  offer_id      M  62
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## 5112    offer viewed        25.25           606  offer id      F  87
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## 5115    offer viewed        25.00           600  offer id      M  59
## 5116 offer completed        17.50           420  offer_id      F  46
## 5117 offer completed        28.75           690  offer_id      F  64
## 5118 offer completed        18.25           438  offer_id      M  33
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## 5120  offer received        21.00           504  offer id      F  67
## 5121 offer completed        23.25           558  offer_id      M  59
## 5122 offer completed        18.00           432  offer_id      M  25
## 5123 offer completed        21.00           504  offer_id      M  20
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## 5126 offer completed        14.00           336  offer_id      M  63
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## 5128  offer received         0.00             0  offer id      M  90
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## 5131  offer received        14.00           336  offer id      M  76
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## 5134  offer received        21.00           504  offer id      M  58
## 5135 offer completed        19.00           456  offer_id      M  82
## 5136 offer completed        12.25           294  offer_id      F  28
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## 5138 offer completed        12.50           300  offer_id      M  77
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## 5146 offer completed        14.50           348  offer_id      F  83
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## 5149 offer completed         8.50           204  offer_id      M  50
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## 5152 offer completed        18.50           444  offer_id      F  65
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## 5155 offer completed        14.25           342  offer_id      O  41
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## 5161 offer completed         3.25            78  offer_id      M  67
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## 5164 offer completed        27.00           648  offer_id      M  35
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## 5166  offer received        14.00           336  offer id      F  54
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## 5179 offer completed        24.00           576  offer_id      F  37
## 5180 offer completed        20.50           492  offer_id      M  57
## 5181 offer completed        11.50           276  offer_id      M  39
## 5182    offer viewed         3.25            78  offer id      F  39
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## 5185 offer completed        18.25           438  offer_id      M  33
## 5186 offer completed        29.50           708  offer_id      F  51
## 5187 offer completed        29.75           714  offer_id      M  31
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## 5189  offer received        14.00           336  offer id      M  68
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## 5194  offer received        24.00           576  offer id      M  56
## 5195 offer completed        28.75           690  offer_id      M  62
## 5196  offer received        24.00           576  offer id      M  67
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## 5205  offer received         0.00             0  offer id      F  49
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## 5208 offer completed        18.00           432  offer_id      F  74
## 5209  offer received        14.00           336  offer id      M  56
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## 5211 offer completed        25.50           612  offer_id      M  60
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## 5213 offer completed        19.50           468  offer_id      F  46
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## 5215 offer completed        22.50           540  offer_id      F  40
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## 5217  offer received         0.00             0  offer id      F  56
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## 5222  offer received        17.00           408  offer id      M  73
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## 5229 offer completed        16.50           396  offer_id      M  71
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## 5231 offer completed        21.25           510  offer_id      M  66
## 5232 offer completed        23.00           552  offer_id      F  73
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## 5234  offer received        21.00           504  offer id      M  65
## 5235 offer completed        24.75           594  offer_id      F  71
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## 5238 offer completed        19.50           468  offer_id      M  50
## 5239 offer completed        12.75           306  offer_id      M  45
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## 5244  offer received        17.00           408  offer id      F  59
## 5245  offer received         7.00           168  offer id      M  46
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## 5248 offer completed        19.00           456  offer_id      F  85
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## 5250  offer received        17.00           408  offer id      F  59
## 5251    offer viewed         9.75           234  offer id      M  71
## 5252 offer completed         8.75           210  offer_id      M  63
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## 5255 offer completed         8.00           192  offer_id      F  54
## 5256    offer viewed        25.50           612  offer id      F  42
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## 5258 offer completed         8.25           198  offer_id      F  64
## 5259  offer received         7.00           168  offer id      M  45
## 5260 offer completed        23.75           570  offer_id      F  58
## 5261  offer received        14.00           336  offer id      M  38
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## 5269  offer received        14.00           336  offer id      M  74
## 5270 offer completed        24.25           582  offer_id      F  69
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## 5275 offer completed        14.50           348  offer_id      M  74
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## 5295 offer completed         9.75           234  offer_id      M  54
## 5296    offer viewed        17.00           408  offer id      M  51
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## 5298 offer completed        18.50           444  offer_id      F  31
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## 5313  offer received         7.00           168  offer id      M  93
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## 5322 offer completed        20.75           498  offer_id      M  52
## 5323  offer received        24.00           576  offer id      M  45
## 5324 offer completed        23.75           570  offer_id      M  54
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## 5327 offer completed         8.50           204  offer_id      M  43
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## 5329 offer completed        18.25           438  offer_id      M  58
## 5330    offer viewed        17.00           408  offer id      M  47
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## 5332  offer received         0.00             0  offer id      F  38
## 5333 offer completed        20.50           492  offer_id      F  74
## 5334 offer completed        28.50           684  offer_id      F  45
## 5335 offer completed        22.25           534  offer_id      M  57
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## 5367 offer completed        14.00           336  offer_id      F  52
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## 5385 offer completed        21.75           522  offer_id      F  66
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## 5393 offer completed        27.50           660  offer_id      M  44
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## 5400 offer completed         8.25           198  offer_id      M  41
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## 5406 offer completed        25.25           606  offer_id      M  51
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## 5413  offer received         0.00             0  offer id      M  54
## 5414 offer completed        28.25           678  offer_id      F  77
## 5415  offer received         7.00           168  offer id      M  55
## 5416  offer received         7.00           168  offer id      M  70
## 5417  offer received         7.00           168  offer id      M  47
## 5418 offer completed        10.75           258  offer_id      M  73
## 5419  offer received         7.00           168  offer id      M  55
## 5420  offer received        21.00           504  offer id      M  41
## 5421  offer received         7.00           168  offer id      F  64
## 5422  offer received        17.00           408  offer id      F  56
## 5423    offer viewed         7.50           180  offer id      M  71
## 5424  offer received        14.00           336  offer id      M  46
## 5425  offer received         7.00           168  offer id      F  36
## 5426  offer received        24.00           576  offer id      M  57
## 5427  offer received         7.00           168  offer id      M  59
## 5428  offer received        24.00           576  offer id      F  56
## 5429  offer received         7.00           168  offer id      M  42
## 5430    offer viewed        18.00           432  offer id      F  65
## 5431  offer received        24.00           576  offer id      F  59
## 5432    offer viewed        25.75           618  offer id      F  62
## 5433  offer received        17.00           408  offer id      F  51
## 5434  offer received         7.00           168  offer id      M  55
## 5435 offer completed        28.00           672  offer_id      M  39
## 5436  offer received        24.00           576  offer id      M  76
## 5437  offer received        14.00           336  offer id      F  79
## 5438 offer completed        17.00           408  offer_id      F  49
## 5439  offer received         7.00           168  offer id      M  62
## 5440  offer received        24.00           576  offer id      F  57
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## 5442    offer viewed         7.00           168  offer id      M  55
## 5443 offer completed        10.75           258  offer_id      M  75
## 5444  offer received        17.00           408  offer id      M  58
## 5445  offer received        24.00           576  offer id      F  78
## 5446  offer received        14.00           336  offer id      F  48
## 5447    offer viewed        13.00           312  offer id      M  64
## 5448 offer completed         0.50            12  offer_id      M  52
## 5449 offer completed        17.75           426  offer_id      F  48
## 5450  offer received        14.00           336  offer id      F  52
## 5451 offer completed        10.50           252  offer_id      M  52
## 5452  offer received        14.00           336  offer id      F  80
## 5453 offer completed         8.75           210  offer_id      M  80
## 5454  offer received        24.00           576  offer id      F  57
## 5455 offer completed        29.00           696  offer_id      F  60
## 5456  offer received         0.00             0  offer id      M  36
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## 5458  offer received         7.00           168  offer id      F  52
## 5459  offer received         7.00           168  offer id      F  43
## 5460    offer viewed        28.75           690  offer id      F  49
## 5461 offer completed        20.00           480  offer_id      M  45
## 5462  offer received        21.00           504  offer id      F  62
## 5463 offer completed        21.75           522  offer_id      F  47
## 5464  offer received        14.00           336  offer id      M  51
## 5465  offer received        24.00           576  offer id      F  58
## 5466  offer received        14.00           336  offer id      M  32
## 5467  offer received        14.00           336  offer id      F  59
## 5468 offer completed        17.25           414  offer_id      F  39
## 5469    offer viewed        24.75           594  offer id      M  26
## 5470  offer received        14.00           336  offer id      F  51
## 5471    offer viewed        18.75           450  offer id      O  60
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## 5473 offer completed         7.25           174  offer_id      M  74
## 5474    offer viewed        12.75           306  offer id      M  53
## 5475  offer received        24.00           576  offer id      M  37
## 5476  offer received        24.00           576  offer id      M  37
## 5477  offer received        17.00           408  offer id      F  64
## 5478  offer received        21.00           504  offer id      F  80
## 5479  offer received        24.00           576  offer id      F  60
## 5480  offer received        24.00           576  offer id      M  58
## 5481  offer received        24.00           576  offer id      M  21
## 5482    offer viewed        14.25           342  offer id      M  73
## 5483  offer received        21.00           504  offer id      F  61
## 5484  offer received        21.00           504  offer id      M  32
## 5485  offer received        24.00           576  offer id      M  19
## 5486 offer completed        23.75           570  offer_id      F  63
## 5487    offer viewed        27.75           666  offer id      M  32
## 5488  offer received        24.00           576  offer id      F  44
## 5489  offer received        17.00           408  offer id      M  55
## 5490 offer completed        19.50           468  offer_id      M  75
## 5491  offer received        14.00           336  offer id      F  54
## 5492  offer received         7.00           168  offer id      F  67
## 5493 offer completed        22.75           546  offer_id      F  55
## 5494    offer viewed        18.25           438  offer id      M  50
## 5495  offer received        24.00           576  offer id      M  31
## 5496 offer completed        23.00           552  offer_id      M  30
## 5497 offer completed         7.75           186  offer_id      F  68
## 5498  offer received        24.00           576  offer id      M  27
## 5499 offer completed         4.50           108  offer_id      F  60
## 5500    offer viewed         7.50           180  offer id      F  48
## 5501 offer completed         9.25           222  offer_id      F  51
## 5502  offer received        21.00           504  offer id      F  49
## 5503    offer viewed        26.00           624  offer id      M  27
## 5504  offer received         7.00           168  offer id      M  35
## 5505  offer received        14.00           336  offer id      M  37
## 5506 offer completed        24.25           582  offer_id      F  68
## 5507 offer completed        18.50           444  offer_id      M  70
## 5508 offer completed        28.50           684  offer_id      M  51
## 5509  offer received        24.00           576  offer id      M  21
## 5510  offer received         0.00             0  offer id      M  32
## 5511 offer completed        28.00           672  offer_id      M  70
## 5512  offer received        24.00           576  offer id      O  57
## 5513  offer received         7.00           168  offer id      F  78
## 5514    offer viewed         8.00           192  offer id      M  62
## 5515 offer completed        27.25           654  offer_id      F  97
## 5516 offer completed        18.00           432  offer_id      M  64
## 5517  offer received        14.00           336  offer id      M  56
## 5518    offer viewed         1.25            30  offer id      O  75
## 5519    offer viewed        21.00           504  offer id      M  81
## 5520    offer viewed         0.00             0  offer id      F  78
## 5521    offer viewed        24.25           582  offer id      F  58
## 5522    offer viewed        21.50           516  offer id      M  59
## 5523 offer completed        17.00           408  offer_id      M  42
## 5524 offer completed        25.50           612  offer_id      F  58
## 5525 offer completed        12.25           294  offer_id      F  68
## 5526    offer viewed        25.00           600  offer id      F  32
## 5527  offer received        14.00           336  offer id      M  39
## 5528 offer completed         4.50           108  offer_id      F  54
## 5529  offer received        21.00           504  offer id      M  25
## 5530  offer received         0.00             0  offer id      M  53
## 5531  offer received         0.00             0  offer id      M  44
## 5532  offer received        17.00           408  offer id      M  58
## 5533  offer received        24.00           576  offer id      F  62
## 5534 offer completed        16.75           402  offer_id      M  32
## 5535 offer completed        22.25           534  offer_id      M  54
## 5536 offer completed        18.75           450  offer_id      M  56
## 5537    offer viewed        24.75           594  offer id      M  67
## 5538  offer received        21.00           504  offer id      M  37
## 5539  offer received        24.00           576  offer id      M  65
## 5540 offer completed        26.50           636  offer_id      M  57
## 5541  offer received        17.00           408  offer id      M  52
## 5542  offer received        24.00           576  offer id      M  81
## 5543  offer received         7.00           168  offer id      M  56
## 5544  offer received         0.00             0  offer id      F  54
## 5545  offer received        17.00           408  offer id      F  88
## 5546  offer received        17.00           408  offer id      F  56
## 5547    offer viewed        22.75           546  offer id      M  62
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## 5549  offer received        14.00           336  offer id      O  49
## 5550  offer received        14.00           336  offer id      F  36
## 5551  offer received        21.00           504  offer id      F  68
## 5552  offer received        24.00           576  offer id      M  52
## 5553  offer received         7.00           168  offer id      F  36
## 5554  offer received         7.00           168  offer id      F  31
## 5555  offer received        24.00           576  offer id      F  75
## 5556  offer received        14.00           336  offer id      M  71
## 5557 offer completed        22.75           546  offer_id      M  62
## 5558  offer received         7.00           168  offer id      F  64
## 5559  offer received         0.00             0  offer id      F  43
## 5560    offer viewed        22.00           528  offer id      M  38
## 5561    offer viewed        21.50           516  offer id      F  75
## 5562  offer received         7.00           168  offer id      M  56
## 5563  offer received        24.00           576  offer id      M  69
## 5564    offer viewed         8.00           192  offer id      M  83
## 5565    offer viewed        17.00           408  offer id      F  28
## 5566  offer received        24.00           576  offer id      F  70
## 5567 offer completed        17.00           408  offer_id      F  65
## 5568 offer completed        23.25           558  offer_id      F  49
## 5569    offer viewed        14.50           348  offer id      M  59
## 5570    offer viewed         0.00             0  offer id      F  40
## 5571    offer viewed        20.25           486  offer id      M  35
## 5572  offer received         0.00             0  offer id      M  78
## 5573  offer received        14.00           336  offer id      M  31
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## 5575  offer received        24.00           576  offer id      F  20
## 5576  offer received         7.00           168  offer id      M  34
## 5577    offer viewed         9.00           216  offer id      M  78
## 5578 offer completed         1.75            42  offer_id      F  74
## 5579  offer received         7.00           168  offer id      O  20
## 5580  offer received        24.00           576  offer id      F  44
## 5581  offer received         0.00             0  offer id      M  63
## 5582  offer received         0.00             0  offer id      F  65
## 5583  offer received        24.00           576  offer id      M  37
## 5584  offer received        17.00           408  offer id      F  52
## 5585  offer received        24.00           576  offer id      M  73
## 5586  offer received        24.00           576  offer id      M  24
## 5587  offer received        17.00           408  offer id      O  20
## 5588  offer received        21.00           504  offer id      F  64
## 5589 offer completed        22.25           534  offer_id      F  48
## 5590 offer completed        19.25           462  offer_id      F  50
## 5591  offer received        14.00           336  offer id      F  80
## 5592 offer completed        22.25           534  offer_id      F  48
## 5593  offer received         7.00           168  offer id      F  66
## 5594    offer viewed        15.25           366  offer id      F  94
## 5595 offer completed        26.75           642  offer_id      M  52
## 5596 offer completed        21.75           522  offer_id      F  51
## 5597  offer received        17.00           408  offer id      F  50
## 5598  offer received        24.00           576  offer id      F  72
## 5599 offer completed        20.25           486  offer_id      F  94
## 5600    offer viewed        21.00           504  offer id      F  58
## 5601 offer completed        23.50           564  offer_id      F  52
## 5602  offer received        21.00           504  offer id      F  85
## 5603  offer received         0.00             0  offer id      M  57
## 5604    offer viewed        28.00           672  offer id      F  55
## 5605  offer received         0.00             0  offer id      F  58
## 5606  offer received         0.00             0  offer id      F  25
## 5607  offer received        14.00           336  offer id      M  31
## 5608  offer received        21.00           504  offer id      M  63
## 5609  offer received        14.00           336  offer id      M  18
## 5610  offer received        17.00           408  offer id      M  52
## 5611    offer viewed        17.00           408  offer id      M  20
## 5612  offer received        14.00           336  offer id      M  60
## 5613    offer viewed        22.25           534  offer id      M  55
## 5614  offer received        17.00           408  offer id      F  60
## 5615  offer received         0.00             0  offer id      F  92
## 5616  offer received         7.00           168  offer id      F  76
## 5617  offer received        14.00           336  offer id      F  59
## 5618 offer completed         7.00           168  offer_id      M  62
## 5619    offer viewed        24.25           582  offer id      F  57
## 5620    offer viewed        18.25           438  offer id      F  23
## 5621    offer viewed         2.75            66  offer id      F  95
## 5622    offer viewed        20.00           480  offer id      O  58
## 5623 offer completed        26.50           636  offer_id      M  60
## 5624 offer completed         7.00           168  offer_id      M  63
## 5625  offer received        14.00           336  offer id      M  38
## 5626  offer received        17.00           408  offer id      M  32
## 5627  offer received        17.00           408  offer id      M  75
## 5628 offer completed         3.00            72  offer_id      F  59
## 5629    offer viewed        24.25           582  offer id      F  59
## 5630  offer received        24.00           576  offer id      M  67
## 5631 offer completed        24.25           582  offer_id      F  75
## 5632  offer received        21.00           504  offer id      M  59
## 5633 offer completed        24.25           582  offer_id      M  40
## 5634 offer completed         4.25           102  offer_id      F  63
## 5635  offer received        14.00           336  offer id      M  45
## 5636  offer received        21.00           504  offer id      M  89
## 5637  offer received        14.00           336  offer id      M  36
## 5638  offer received        14.00           336  offer id      F  64
## 5639  offer received        21.00           504  offer id      F  81
## 5640    offer viewed        15.25           366  offer id      M  61
## 5641 offer completed        14.00           336  offer_id      O  67
## 5642 offer completed        21.75           522  offer_id      M  21
## 5643  offer received        24.00           576  offer id      M  59
## 5644  offer received         0.00             0  offer id      M  36
## 5645    offer viewed        21.50           516  offer id      M  60
## 5646  offer received        21.00           504  offer id      M  68
## 5647    offer viewed        15.00           360  offer id      M  53
## 5648  offer received        21.00           504  offer id      M  23
## 5649 offer completed        12.50           300  offer_id      M  46
## 5650  offer received         0.00             0  offer id      F  64
## 5651  offer received        17.00           408  offer id      F  79
## 5652 offer completed         4.00            96  offer_id      F  64
## 5653 offer completed         4.25           102  offer_id      M  67
## 5654  offer received        24.00           576  offer id      F  60
## 5655    offer viewed        15.75           378  offer id      F  64
## 5656  offer received        24.00           576  offer id      M  53
## 5657  offer received         0.00             0  offer id      M  46
## 5658  offer received        17.00           408  offer id      M  75
## 5659  offer received        21.00           504  offer id      M  58
## 5660    offer viewed        18.50           444  offer id      M  91
## 5661  offer received        17.00           408  offer id      F  80
## 5662 offer completed        16.25           390  offer_id      M  70
## 5663  offer received        21.00           504  offer id      M  55
## 5664  offer received        17.00           408  offer id      F  51
## 5665 offer completed        26.50           636  offer_id      M  60
## 5666  offer received        14.00           336  offer id      M  47
## 5667    offer viewed        25.50           612  offer id      M  54
## 5668  offer received        21.00           504  offer id      M  91
## 5669  offer received         7.00           168  offer id      F  69
## 5670  offer received         7.00           168  offer id      M  29
## 5671  offer received        21.00           504  offer id      F  33
## 5672  offer received         7.00           168  offer id      M  66
## 5673  offer received        21.00           504  offer id      M  72
## 5674    offer viewed         8.75           210  offer id      M  59
## 5675  offer received        24.00           576  offer id      F  58
## 5676    offer viewed         2.00            48  offer id      F  65
## 5677  offer received         0.00             0  offer id      M  23
## 5678 offer completed        20.25           486  offer_id      F  92
## 5679  offer received        14.00           336  offer id      M  65
## 5680 offer completed         4.50           108  offer_id      M  91
## 5681  offer received        17.00           408  offer id      M  58
## 5682  offer received        21.00           504  offer id      F  92
## 5683  offer received        17.00           408  offer id      M  43
## 5684  offer received         0.00             0  offer id      M  80
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## 5686  offer received        14.00           336  offer id      F  92
## 5687    offer viewed        21.50           516  offer id      F  92
## 5688  offer received        14.00           336  offer id      F  48
## 5689  offer received        14.00           336  offer id      F  89
## 5690 offer completed        17.00           408  offer_id      M  63
## 5691    offer viewed        14.00           336  offer id      M  46
## 5692    offer viewed        14.75           354  offer id      F  89
## 5693  offer received        24.00           576  offer id      F  33
## 5694  offer received        17.00           408  offer id      M  57
## 5695 offer completed        23.50           564  offer_id      F  70
## 5696    offer viewed         2.50            60  offer id      M  66
## 5697  offer received        17.00           408  offer id      M  23
## 5698  offer received        17.00           408  offer id      F  73
## 5699 offer completed         0.25             6  offer_id      M  41
## 5700    offer viewed        24.00           576  offer id      O  61
## 5701  offer received         0.00             0  offer id      M  54
## 5702 offer completed         9.00           216  offer_id      F  33
## 5703  offer received         0.00             0  offer id      F  61
## 5704    offer viewed        23.00           552  offer id      F  49
## 5705  offer received        17.00           408  offer id      M  55
## 5706  offer received         0.00             0  offer id      M  43
## 5707  offer received         0.00             0  offer id      M  36
## 5708 offer completed         3.00            72  offer_id      M  55
## 5709 offer completed         8.00           192  offer_id      M  28
## 5710 offer completed        12.00           288  offer_id      M  85
## 5711  offer received         0.00             0  offer id      M  47
## 5712  offer received         7.00           168  offer id      M  85
## 5713 offer completed        12.50           300  offer_id      M  47
## 5714    offer viewed         3.50            84  offer id      M  71
## 5715  offer received        17.00           408  offer id      F  66
## 5716  offer received        24.00           576  offer id      M  66
## 5717  offer received         0.00             0  offer id      F  50
## 5718  offer received        17.00           408  offer id      F  53
## 5719  offer received        14.00           336  offer id      M  32
## 5720  offer received         0.00             0  offer id      F  80
## 5721  offer received        17.00           408  offer id      M  58
## 5722  offer received        17.00           408  offer id      M  78
## 5723 offer completed        25.75           618  offer_id      F  62
## 5724  offer received         0.00             0  offer id      F  76
## 5725 offer completed        14.00           336  offer_id      M  62
## 5726  offer received        17.00           408  offer id      F  20
## 5727  offer received        24.00           576  offer id      M  60
## 5728    offer viewed         9.25           222  offer id      F  59
## 5729  offer received        21.00           504  offer id      F  49
## 5730    offer viewed        21.50           516  offer id      M  78
## 5731  offer received         0.00             0  offer id      M  57
## 5732 offer completed         9.00           216  offer_id      F  69
## 5733  offer received        21.00           504  offer id      F  90
## 5734 offer completed        10.50           252  offer_id      F  63
## 5735 offer completed        22.00           528  offer_id      O  79
## 5736 offer completed        28.00           672  offer_id      M  58
## 5737  offer received        21.00           504  offer id      M  48
## 5738  offer received        21.00           504  offer id      F  64
## 5739    offer viewed        24.75           594  offer id      F  74
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## 5741  offer received        24.00           576  offer id      M  59
## 5742  offer received         7.00           168  offer id      M  22
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## 5744  offer received        21.00           504  offer id      F  60
## 5745  offer received        24.00           576  offer id      M  63
## 5746 offer completed        24.50           588  offer_id      M  71
## 5747  offer received        21.00           504  offer id      M  37
## 5748    offer viewed        24.25           582  offer id      F  60
## 5749    offer viewed        18.00           432  offer id      M  77
## 5750 offer completed        11.75           282  offer_id      F  61
## 5751  offer received         0.00             0  offer id      M  94
## 5752    offer viewed        14.25           342  offer id      M  71
## 5753 offer completed        12.00           288  offer_id      M  58
## 5754  offer received         7.00           168  offer id      F  67
## 5755    offer viewed        18.50           444  offer id      F  52
## 5756  offer received        24.00           576  offer id      M  71
## 5757 offer completed        20.50           492  offer_id      M  53
## 5758 offer completed        26.00           624  offer_id      M  18
## 5759 offer completed         1.50            36  offer_id      M  61
## 5760    offer viewed        14.00           336  offer id      M  52
## 5761  offer received        21.00           504  offer id      F  27
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## 5763  offer received        21.00           504  offer id      M  67
## 5764 offer completed        25.50           612  offer_id      M  63
## 5765  offer received        21.00           504  offer id      F 100
## 5766  offer received        17.00           408  offer id      F  80
## 5767 offer completed        29.00           696  offer_id      F  41
## 5768  offer received        21.00           504  offer id      M  42
## 5769  offer received        17.00           408  offer id      F  46
## 5770 offer completed        22.50           540  offer_id      M  61
## 5771 offer completed         7.75           186  offer_id      M  53
## 5772 offer completed        29.75           714  offer_id      F  27
## 5773  offer received         7.00           168  offer id      M  41
## 5774    offer viewed        17.50           420  offer id      F  43
## 5775  offer received        24.00           576  offer id      M  43
## 5776 offer completed        18.50           444  offer_id      M  79
## 5777  offer received        17.00           408  offer id      M  77
## 5778    offer viewed        27.50           660  offer id      M  53
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## 5780  offer received         0.00             0  offer id      M  72
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## 5782  offer received        24.00           576  offer id      M  20
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## 5784 offer completed        18.75           450  offer_id      F  58
## 5785    offer viewed        25.75           618  offer id      F 101
## 5786 offer completed         8.50           204  offer_id      F  75
## 5787 offer completed        16.00           384  offer_id      M  59
## 5788  offer received        21.00           504  offer id      F  39
## 5789  offer received        21.00           504  offer id      F  49
## 5790 offer completed        16.25           390  offer_id      M  94
## 5791 offer completed        17.25           414  offer_id      F  76
## 5792 offer completed        11.25           270  offer_id      M  45
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## 5795 offer completed        27.00           648  offer_id      M  58
## 5796 offer completed        28.25           678  offer_id      M  72
## 5797  offer received         7.00           168  offer id      M  53
## 5798 offer completed        26.75           642  offer_id      M  62
## 5799 offer completed        21.00           504  offer_id      F  49
## 5800  offer received        21.00           504  offer id      M  72
## 5801 offer completed         1.00            24  offer_id      F  60
## 5802  offer received        21.00           504  offer id      M  68
## 5803  offer received        21.00           504  offer id      O  76
## 5804  offer received         0.00             0  offer id      F  58
## 5805  offer received        17.00           408  offer id      F  58
## 5806 offer completed         7.25           174  offer_id      M  60
## 5807    offer viewed        18.00           432  offer id      M  47
## 5808  offer received        21.00           504  offer id      M  48
## 5809    offer viewed        17.25           414  offer id      F  58
## 5810  offer received        21.00           504  offer id      M  22
## 5811 offer completed        23.75           570  offer_id      F  51
## 5812  offer received        21.00           504  offer id      M  53
## 5813 offer completed        26.25           630  offer_id      F  57
## 5814  offer received        14.00           336  offer id      M  60
## 5815 offer completed        24.25           582  offer_id      F  29
## 5816 offer completed        25.25           606  offer_id      F  50
## 5817  offer received        17.00           408  offer id      F  57
## 5818 offer completed        20.25           486  offer_id      M  68
## 5819  offer received         0.00             0  offer id      O  32
## 5820 offer completed        26.50           636  offer_id      M  52
## 5821    offer viewed        26.75           642  offer id      M  69
## 5822 offer completed         5.00           120  offer_id      O  32
## 5823  offer received        21.00           504  offer id      F  49
## 5824  offer received        24.00           576  offer id      M  29
## 5825  offer received        14.00           336  offer id      F  60
## 5826  offer received        17.00           408  offer id      M  56
## 5827  offer received        14.00           336  offer id      M  50
## 5828 offer completed        16.75           402  offer_id      M  50
## 5829 offer completed         1.75            42  offer_id      M  68
## 5830    offer viewed         0.00             0  offer id      M  72
## 5831  offer received        24.00           576  offer id      M  46
## 5832  offer received         7.00           168  offer id      M  66
## 5833    offer viewed        24.50           588  offer id      O  32
## 5834  offer received        21.00           504  offer id      F  66
## 5835  offer received        24.00           576  offer id      M  60
## 5836  offer received         0.00             0  offer id      F  66
## 5837 offer completed        23.75           570  offer_id      F  58
## 5838  offer received        14.00           336  offer id      M  42
## 5839  offer received        17.00           408  offer id      M  72
## 5840 offer completed        14.00           336  offer_id      M  52
## 5841  offer received         7.00           168  offer id      M  53
## 5842  offer received         7.00           168  offer id      F  68
## 5843 offer completed        28.50           684  offer_id      F  77
## 5844  offer received        24.00           576  offer id      F  19
## 5845 offer completed        25.25           606  offer_id      F  75
## 5846 offer completed         7.25           174  offer_id      F  85
## 5847 offer completed         9.25           222  offer_id      F  62
## 5848  offer received        21.00           504  offer id      F  77
## 5849  offer received        17.00           408  offer id      M  51
## 5850  offer received        24.00           576  offer id      F  80
## 5851  offer received        14.00           336  offer id      F  89
## 5852  offer received        24.00           576  offer id      M  19
## 5853  offer received         7.00           168  offer id      M  61
## 5854  offer received        17.00           408  offer id      M  49
## 5855  offer received         0.00             0  offer id      F  79
## 5856  offer received         7.00           168  offer id      F  66
## 5857  offer received        24.00           576  offer id      F  63
## 5858  offer received        14.00           336  offer id      M  50
## 5859  offer received        17.00           408  offer id      M  56
## 5860  offer received        21.00           504  offer id      M  37
## 5861 offer completed        18.00           432  offer_id      F  72
## 5862  offer received        17.00           408  offer id      F  71
## 5863    offer viewed        18.00           432  offer id      O  84
## 5864 offer completed        16.75           402  offer_id      M  23
## 5865 offer completed        11.75           282  offer_id      F  49
## 5866 offer completed         5.00           120  offer_id      F  51
## 5867    offer viewed        22.00           528  offer id      M  44
## 5868  offer received        24.00           576  offer id      M  22
## 5869  offer received        14.00           336  offer id      M  49
## 5870  offer received        21.00           504  offer id      M  58
## 5871  offer received         7.00           168  offer id      F  57
## 5872  offer received         0.00             0  offer id      M  67
## 5873  offer received        14.00           336  offer id      M  70
## 5874  offer received         7.00           168  offer id      F  70
## 5875  offer received        24.00           576  offer id      M  81
## 5876 offer completed        15.00           360  offer_id      M  66
## 5877 offer completed        26.00           624  offer_id      M  60
## 5878 offer completed        15.25           366  offer_id      F  51
## 5879    offer viewed        10.25           246  offer id      M  58
## 5880  offer received         7.00           168  offer id      M  30
## 5881 offer completed        28.25           678  offer_id      F  41
## 5882    offer viewed        21.75           522  offer id      F  87
##      became_member_on income age_group reward         channels difficulty
## 1          2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 2          2017-12-24  57000   66-75ys      5 ['web', 'email']         20
## 3          2017-05-07  67000   18-25ys      5 ['web', 'email']         20
## 4          2017-01-24  71000   66-75ys      5 ['web', 'email']         20
## 5          2016-08-13  40000   56-65ys      5 ['web', 'email']         20
## 6          2015-11-15  62000   46-55ys      5 ['web', 'email']         20
## 7          2017-12-22 116000   56-65ys      5 ['web', 'email']         20
## 8          2016-05-30 111000   56-65ys      5 ['web', 'email']         20
## 9          2016-04-24  72000   56-65ys      5 ['web', 'email']         20
## 10         2018-03-25  94000   66-75ys      5 ['web', 'email']         20
## 11         2016-04-12  69000   36-45ys      5 ['web', 'email']         20
## 12         2017-06-21  49000   36-45ys      5 ['web', 'email']         20
## 13         2016-04-24  72000   56-65ys      5 ['web', 'email']         20
## 14         2017-12-12  38000   66-75ys      5 ['web', 'email']         20
## 15         2018-02-15  72000   36-45ys      5 ['web', 'email']         20
## 16         2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 17         2016-10-13  89000   46-55ys      5 ['web', 'email']         20
## 18         2017-03-28  32000   66-75ys      5 ['web', 'email']         20
## 19         2017-05-07  67000   18-25ys      5 ['web', 'email']         20
## 20         2016-04-30  50000   26-35ys      5 ['web', 'email']         20
## 21         2018-04-01  74000   46-55ys      5 ['web', 'email']         20
## 22         2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 23         2017-05-07  67000   18-25ys      5 ['web', 'email']         20
## 24         2017-12-22  90000   56-65ys      5 ['web', 'email']         20
## 25         2017-09-12  71000   56-65ys      5 ['web', 'email']         20
## 26         2018-05-21  48000   36-45ys      5 ['web', 'email']         20
## 27         2018-02-20 119000   46-55ys      5 ['web', 'email']         20
## 28         2017-04-22  71000   46-55ys      5 ['web', 'email']         20
## 29         2017-10-07  57000   66-75ys      5 ['web', 'email']         20
## 30         2016-02-12  33000   26-35ys      5 ['web', 'email']         20
## 31         2018-06-13  72000   36-45ys      5 ['web', 'email']         20
## 32         2016-10-15  97000   76-85ys      5 ['web', 'email']         20
## 33         2017-08-19 115000   76-85ys      5 ['web', 'email']         20
## 34         2017-08-19  98000   56-65ys      5 ['web', 'email']         20
## 35         2016-11-14  86000   56-65ys      5 ['web', 'email']         20
## 36         2017-10-07  57000   56-65ys      5 ['web', 'email']         20
## 37         2016-06-14  41000   26-35ys      5 ['web', 'email']         20
## 38         2016-10-15  52000   46-55ys      5 ['web', 'email']         20
## 39         2016-06-17  63000   36-45ys      5 ['web', 'email']         20
## 40         2016-07-10  32000   56-65ys      5 ['web', 'email']         20
## 41         2013-12-30  53000   66-75ys      5 ['web', 'email']         20
## 42         2017-08-12  62000   56-65ys      5 ['web', 'email']         20
## 43         2016-04-23  86000   46-55ys      5 ['web', 'email']         20
## 44         2018-04-02  81000   56-65ys      5 ['web', 'email']         20
## 45         2016-06-20 100000    > 86ys      5 ['web', 'email']         20
## 46         2018-06-30  47000   18-25ys      5 ['web', 'email']         20
## 47         2017-11-08  74000   56-65ys      5 ['web', 'email']         20
## 48         2017-10-02  83000   66-75ys      5 ['web', 'email']         20
## 49         2017-10-31 102000   66-75ys      5 ['web', 'email']         20
## 50         2017-12-19  62000   46-55ys      5 ['web', 'email']         20
## 51         2016-08-19  70000   66-75ys      5 ['web', 'email']         20
## 52         2017-11-13  50000   36-45ys      5 ['web', 'email']         20
## 53         2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 54         2017-08-07  73000   56-65ys      5 ['web', 'email']         20
## 55         2017-10-02  83000   66-75ys      5 ['web', 'email']         20
## 56         2017-06-03  72000   56-65ys      5 ['web', 'email']         20
## 57         2017-06-21  49000   36-45ys      5 ['web', 'email']         20
## 58         2017-10-10  89000   66-75ys      5 ['web', 'email']         20
## 59         2014-05-04  98000   56-65ys      5 ['web', 'email']         20
## 60         2018-06-30  47000   18-25ys      5 ['web', 'email']         20
## 61         2016-05-08  40000   46-55ys      5 ['web', 'email']         20
## 62         2017-11-05 116000   66-75ys      5 ['web', 'email']         20
## 63         2016-11-11  59000   36-45ys      5 ['web', 'email']         20
## 64         2016-02-09  70000   56-65ys      5 ['web', 'email']         20
## 65         2017-06-20  69000   66-75ys      5 ['web', 'email']         20
## 66         2017-12-30  44000   46-55ys      5 ['web', 'email']         20
## 67         2016-08-02  94000   56-65ys      5 ['web', 'email']         20
## 68         2018-07-15  77000   36-45ys      5 ['web', 'email']         20
## 69         2017-09-12  71000   56-65ys      5 ['web', 'email']         20
## 70         2014-10-15  90000   46-55ys      5 ['web', 'email']         20
## 71         2016-06-12  48000    > 86ys      5 ['web', 'email']         20
## 72         2017-02-12  52000   66-75ys      5 ['web', 'email']         20
## 73         2017-11-24  64000   56-65ys      5 ['web', 'email']         20
## 74         2017-06-21  72000   56-65ys      5 ['web', 'email']         20
## 75         2016-05-07  61000   66-75ys      5 ['web', 'email']         20
## 76         2017-12-03  89000    > 86ys      5 ['web', 'email']         20
## 77         2017-07-31  51000   56-65ys      5 ['web', 'email']         20
## 78         2016-06-12  80000   66-75ys      5 ['web', 'email']         20
## 79         2014-06-01  60000   76-85ys      5 ['web', 'email']         20
## 80         2017-11-22  72000   46-55ys      5 ['web', 'email']         20
## 81         2017-08-25  35000   56-65ys      5 ['web', 'email']         20
## 82         2018-03-17  37000   18-25ys      5 ['web', 'email']         20
## 83         2017-10-02  72000   46-55ys      5 ['web', 'email']         20
## 84         2014-04-29  51000   66-75ys      5 ['web', 'email']         20
## 85         2018-05-22  62000   46-55ys      5 ['web', 'email']         20
## 86         2016-11-01  31000   18-25ys      5 ['web', 'email']         20
## 87         2014-10-27  66000   36-45ys      5 ['web', 'email']         20
## 88         2017-07-26  32000   26-35ys      5 ['web', 'email']         20
## 89         2017-11-20  60000   36-45ys      5 ['web', 'email']         20
## 90         2015-10-01  40000   18-25ys      5 ['web', 'email']         20
## 91         2017-10-04  64000   26-35ys      5 ['web', 'email']         20
## 92         2016-12-07 106000   56-65ys      5 ['web', 'email']         20
## 93         2018-02-06  87000   56-65ys      5 ['web', 'email']         20
## 94         2016-08-07  73000   46-55ys      5 ['web', 'email']         20
## 95         2016-10-14  85000   36-45ys      5 ['web', 'email']         20
## 96         2016-12-06  52000   18-25ys      5 ['web', 'email']         20
## 97         2016-04-12  69000   36-45ys      5 ['web', 'email']         20
## 98         2017-02-02  57000   46-55ys      5 ['web', 'email']         20
## 99         2017-09-28  93000   46-55ys      5 ['web', 'email']         20
## 100        2017-10-07  57000   66-75ys      5 ['web', 'email']         20
## 101        2018-05-28  99000   66-75ys      5 ['web', 'email']         20
## 102        2018-02-14  72000   76-85ys      5 ['web', 'email']         20
## 103        2018-01-09  76000   56-65ys      5 ['web', 'email']         20
## 104        2016-02-11  45000   18-25ys      5 ['web', 'email']         20
## 105        2015-01-29  57000   36-45ys      5 ['web', 'email']         20
## 106        2016-09-20  98000   66-75ys      5 ['web', 'email']         20
## 107        2017-04-14  52000   46-55ys      5 ['web', 'email']         20
## 108        2017-04-30  69000   66-75ys      5 ['web', 'email']         20
## 109        2017-06-29  69000   56-65ys      5 ['web', 'email']         20
## 110        2018-03-30  96000    > 86ys      5 ['web', 'email']         20
## 111        2018-04-22  48000   26-35ys      5 ['web', 'email']         20
## 112        2017-11-06 103000   46-55ys      5 ['web', 'email']         20
## 113        2017-10-30  73000   46-55ys      5 ['web', 'email']         20
## 114        2017-10-04  37000   46-55ys      5 ['web', 'email']         20
## 115        2015-10-09  55000   66-75ys      5 ['web', 'email']         20
## 116        2016-01-03  90000   56-65ys      5 ['web', 'email']         20
## 117        2017-10-31 102000   66-75ys      5 ['web', 'email']         20
## 118        2018-05-24  55000   56-65ys      5 ['web', 'email']         20
## 119        2017-02-18  73000   56-65ys      5 ['web', 'email']         20
## 120        2017-03-24  40000   18-25ys      5 ['web', 'email']         20
## 121        2017-09-22  83000   36-45ys      5 ['web', 'email']         20
## 122        2015-08-31  87000   36-45ys      5 ['web', 'email']         20
## 123        2017-05-07  67000   18-25ys      5 ['web', 'email']         20
## 124        2018-02-24  68000   56-65ys      5 ['web', 'email']         20
## 125        2018-05-01  65000   26-35ys      5 ['web', 'email']         20
## 126        2016-11-23  85000   66-75ys      5 ['web', 'email']         20
## 127        2017-09-21  65000   36-45ys      5 ['web', 'email']         20
## 128        2018-03-18  46000   66-75ys      5 ['web', 'email']         20
## 129        2018-05-15  72000   56-65ys      5 ['web', 'email']         20
## 130        2014-02-21  32000   18-25ys      5 ['web', 'email']         20
## 131        2018-06-09  58000    > 86ys      5 ['web', 'email']         20
## 132        2016-05-31  91000   46-55ys      5 ['web', 'email']         20
## 133        2017-08-11 111000   46-55ys      5 ['web', 'email']         20
## 134        2017-02-25  98000   76-85ys      5 ['web', 'email']         20
## 135        2016-04-12  79000   56-65ys      5 ['web', 'email']         20
## 136        2017-08-11 111000   46-55ys      5 ['web', 'email']         20
## 137        2017-12-16  73000   36-45ys      5 ['web', 'email']         20
## 138        2015-12-04  78000   56-65ys      5 ['web', 'email']         20
## 139        2018-01-24  96000   56-65ys      5 ['web', 'email']         20
## 140        2017-12-13  56000   46-55ys      5 ['web', 'email']         20
## 141        2016-09-27  92000   76-85ys      5 ['web', 'email']         20
## 142        2016-07-27  52000   56-65ys      5 ['web', 'email']         20
## 143        2015-07-07  32000   56-65ys      5 ['web', 'email']         20
## 144        2016-06-13  52000   36-45ys      5 ['web', 'email']         20
## 145        2016-01-12  32000   46-55ys      5 ['web', 'email']         20
## 146        2017-10-15  87000   46-55ys      5 ['web', 'email']         20
## 147        2017-08-14  73000   36-45ys      5 ['web', 'email']         20
## 148        2017-12-15  54000   36-45ys      5 ['web', 'email']         20
## 149        2015-11-03  53000   18-25ys      5 ['web', 'email']         20
## 150        2015-12-29  38000   18-25ys      5 ['web', 'email']         20
## 151        2017-05-14  75000   46-55ys      5 ['web', 'email']         20
## 152        2018-01-01  54000   66-75ys      5 ['web', 'email']         20
## 153        2015-12-19  69000   56-65ys      5 ['web', 'email']         20
## 154        2018-01-09  76000   56-65ys      5 ['web', 'email']         20
## 155        2017-11-11  57000   36-45ys      5 ['web', 'email']         20
## 156        2018-05-24  55000   56-65ys      5 ['web', 'email']         20
## 157        2016-11-20  93000   46-55ys      5 ['web', 'email']         20
## 158        2018-03-25  79000   56-65ys      5 ['web', 'email']         20
## 159        2018-06-30  99000   46-55ys      5 ['web', 'email']         20
## 160        2017-08-11  35000   46-55ys      5 ['web', 'email']         20
## 161        2017-08-15  46000   56-65ys      5 ['web', 'email']         20
## 162        2018-05-19  71000   76-85ys      5 ['web', 'email']         20
## 163        2018-05-27  73000   46-55ys      5 ['web', 'email']         20
## 164        2018-04-14  92000   46-55ys      5 ['web', 'email']         20
## 165        2017-10-15  33000   18-25ys      5 ['web', 'email']         20
## 166        2017-01-22  64000   26-35ys      5 ['web', 'email']         20
## 167        2018-01-04  73000   66-75ys      5 ['web', 'email']         20
## 168        2018-07-20  56000   36-45ys      5 ['web', 'email']         20
## 169        2017-01-10  88000   56-65ys      5 ['web', 'email']         20
## 170        2015-12-24  69000   66-75ys      5 ['web', 'email']         20
## 171        2017-09-23  35000   26-35ys      5 ['web', 'email']         20
## 172        2017-10-10  41000   46-55ys      5 ['web', 'email']         20
## 173        2017-01-31  86000   36-45ys      5 ['web', 'email']         20
## 174        2018-04-26  32000   18-25ys      5 ['web', 'email']         20
## 175        2017-10-07  59000   46-55ys      5 ['web', 'email']         20
## 176        2016-08-02  94000   56-65ys      5 ['web', 'email']         20
## 177        2017-08-19 115000   76-85ys      5 ['web', 'email']         20
## 178        2018-06-19  56000   56-65ys      5 ['web', 'email']         20
## 179        2018-07-11  93000   36-45ys      5 ['web', 'email']         20
## 180        2015-10-26  39000   36-45ys      5 ['web', 'email']         20
## 181        2017-10-24  98000   46-55ys      5 ['web', 'email']         20
## 182        2016-07-29  37000   36-45ys      5 ['web', 'email']         20
## 183        2017-10-20 111000   46-55ys      5 ['web', 'email']         20
## 184        2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 185        2017-10-20  55000    > 86ys      5 ['web', 'email']         20
## 186        2017-11-05  74000   46-55ys      5 ['web', 'email']         20
## 187        2018-03-07  89000   56-65ys      5 ['web', 'email']         20
## 188        2016-04-27  85000   46-55ys      5 ['web', 'email']         20
## 189        2017-03-23  95000   76-85ys      5 ['web', 'email']         20
## 190        2015-11-17  75000   76-85ys      5 ['web', 'email']         20
## 191        2017-09-22  83000   36-45ys      5 ['web', 'email']         20
## 192        2017-02-05  48000   26-35ys      5 ['web', 'email']         20
## 193        2017-12-04  63000   46-55ys      5 ['web', 'email']         20
## 194        2018-04-21  72000   46-55ys      5 ['web', 'email']         20
## 195        2017-09-25  44000   76-85ys      5 ['web', 'email']         20
## 196        2016-09-09  80000   66-75ys      5 ['web', 'email']         20
## 197        2018-05-21  33000   56-65ys      5 ['web', 'email']         20
## 198        2018-01-29  41000    > 86ys      5 ['web', 'email']         20
## 199        2018-06-30  80000   46-55ys      5 ['web', 'email']         20
## 200        2017-11-02  62000   46-55ys      5 ['web', 'email']         20
## 201        2017-02-18  73000   56-65ys      5 ['web', 'email']         20
## 202        2017-08-21  55000   56-65ys      5 ['web', 'email']         20
## 203        2017-12-18  67000   56-65ys      5 ['web', 'email']         20
## 204        2016-07-21  71000   56-65ys      5 ['web', 'email']         20
## 205        2016-09-08  79000   76-85ys      5 ['web', 'email']         20
## 206        2014-12-05  58000   76-85ys      5 ['web', 'email']         20
## 207        2016-01-24  40000   76-85ys      5 ['web', 'email']         20
## 208        2017-11-16 106000   46-55ys      5 ['web', 'email']         20
## 209        2017-09-19  60000   76-85ys      5 ['web', 'email']         20
## 210        2018-05-19  72000   56-65ys      5 ['web', 'email']         20
## 211        2016-07-20  43000   66-75ys      5 ['web', 'email']         20
## 212        2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 213        2018-05-16  53000   76-85ys      5 ['web', 'email']         20
## 214        2018-02-04  74000   56-65ys      5 ['web', 'email']         20
## 215        2013-11-12  41000   66-75ys      5 ['web', 'email']         20
## 216        2018-07-10 100000   46-55ys      5 ['web', 'email']         20
## 217        2016-08-09  71000   46-55ys      5 ['web', 'email']         20
## 218        2014-05-27  32000   36-45ys      5 ['web', 'email']         20
## 219        2018-01-30  52000   56-65ys      5 ['web', 'email']         20
## 220        2016-10-16  93000   46-55ys      5 ['web', 'email']         20
## 221        2016-03-28  97000   46-55ys      5 ['web', 'email']         20
## 222        2017-01-24  71000   66-75ys      5 ['web', 'email']         20
## 223        2017-10-17  67000   18-25ys      5 ['web', 'email']         20
## 224        2016-05-07  61000   66-75ys      5 ['web', 'email']         20
## 225        2017-02-23  73000   66-75ys      5 ['web', 'email']         20
## 226        2017-11-23 100000   56-65ys      5 ['web', 'email']         20
## 227        2016-05-24  71000   36-45ys      5 ['web', 'email']         20
## 228        2018-02-13  54000   46-55ys      5 ['web', 'email']         20
## 229        2018-03-03 100000   46-55ys      5 ['web', 'email']         20
## 230        2017-10-10  89000   66-75ys      5 ['web', 'email']         20
## 231        2018-06-30  71000   18-25ys      5 ['web', 'email']         20
## 232        2017-07-28  83000   46-55ys      5 ['web', 'email']         20
## 233        2017-04-22  71000   46-55ys      5 ['web', 'email']         20
## 234        2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 235        2014-05-02  47000   66-75ys      5 ['web', 'email']         20
## 236        2018-04-08  40000   46-55ys      5 ['web', 'email']         20
## 237        2017-07-25  33000   18-25ys      5 ['web', 'email']         20
## 238        2018-06-08  87000   76-85ys      5 ['web', 'email']         20
## 239        2017-10-30  72000   66-75ys      5 ['web', 'email']         20
## 240        2015-11-23  76000   46-55ys      5 ['web', 'email']         20
## 241        2017-10-09  32000   36-45ys      5 ['web', 'email']         20
## 242        2016-04-28  88000   46-55ys      5 ['web', 'email']         20
## 243        2017-10-23  40000   56-65ys      5 ['web', 'email']         20
## 244        2018-04-14  64000   56-65ys      5 ['web', 'email']         20
## 245        2018-05-29 105000   46-55ys      5 ['web', 'email']         20
## 246        2017-04-13  72000   26-35ys      5 ['web', 'email']         20
## 247        2016-07-08  79000   56-65ys      5 ['web', 'email']         20
## 248        2016-06-17  63000   36-45ys      5 ['web', 'email']         20
## 249        2016-07-07  55000   46-55ys      5 ['web', 'email']         20
## 250        2018-01-31  94000   46-55ys      5 ['web', 'email']         20
## 251        2018-04-30  54000   76-85ys      5 ['web', 'email']         20
## 252        2016-01-01  79000   46-55ys      5 ['web', 'email']         20
## 253        2016-05-11  55000   46-55ys      5 ['web', 'email']         20
## 254        2016-04-13  72000   46-55ys      5 ['web', 'email']         20
## 255        2016-07-08  79000   56-65ys      5 ['web', 'email']         20
## 256        2015-10-10  86000   56-65ys      5 ['web', 'email']         20
## 257        2017-09-29 116000   46-55ys      5 ['web', 'email']         20
## 258        2017-05-14  96000   56-65ys      5 ['web', 'email']         20
## 259        2018-05-16  53000   76-85ys      5 ['web', 'email']         20
## 260        2015-06-07  61000   18-25ys      5 ['web', 'email']         20
## 261        2015-08-12  97000   66-75ys      5 ['web', 'email']         20
## 262        2017-04-17  44000   18-25ys      5 ['web', 'email']         20
## 263        2016-03-09  72000   46-55ys      5 ['web', 'email']         20
## 264        2018-06-04  61000   46-55ys      5 ['web', 'email']         20
## 265        2018-03-30  96000    > 86ys      5 ['web', 'email']         20
## 266        2018-01-06  54000   76-85ys      5 ['web', 'email']         20
## 267        2018-05-15 106000   76-85ys      5 ['web', 'email']         20
## 268        2017-06-21  83000   36-45ys      5 ['web', 'email']         20
## 269        2015-09-20  36000   46-55ys      5 ['web', 'email']         20
## 270        2017-09-22  83000   36-45ys      5 ['web', 'email']         20
## 271        2016-11-11  59000   36-45ys      5 ['web', 'email']         20
## 272        2015-04-28  63000   26-35ys      5 ['web', 'email']         20
## 273        2018-03-10  74000   46-55ys      5 ['web', 'email']         20
## 274        2017-08-19 115000   76-85ys      5 ['web', 'email']         20
## 275        2018-01-28  32000   56-65ys      5 ['web', 'email']         20
## 276        2015-09-02  54000   36-45ys      5 ['web', 'email']         20
## 277        2015-10-30  72000   56-65ys      5 ['web', 'email']         20
## 278        2017-10-27 109000   66-75ys      5 ['web', 'email']         20
## 279        2016-10-14  76000   56-65ys      5 ['web', 'email']         20
## 280        2017-05-08 100000   46-55ys      5 ['web', 'email']         20
## 281        2016-05-06  98000   56-65ys      5 ['web', 'email']         20
## 282        2018-07-06  91000   66-75ys      5 ['web', 'email']         20
## 283        2018-01-09  32000   46-55ys      5 ['web', 'email']         20
## 284        2017-10-23  41000   66-75ys      5 ['web', 'email']         20
## 285        2017-09-17  53000   56-65ys      5 ['web', 'email']         20
## 286        2013-08-26  72000   18-25ys      5 ['web', 'email']         20
## 287        2018-03-26  60000   26-35ys      5 ['web', 'email']         20
## 288        2016-11-16  78000   56-65ys      5 ['web', 'email']         20
## 289        2016-10-13  89000   46-55ys      5 ['web', 'email']         20
## 290        2016-06-09  89000   66-75ys      5 ['web', 'email']         20
## 291        2018-02-28  56000   26-35ys      5 ['web', 'email']         20
## 292        2016-04-07  63000   66-75ys      5 ['web', 'email']         20
## 293        2016-07-19  65000   26-35ys      5 ['web', 'email']         20
## 294        2014-02-09  35000   46-55ys      5 ['web', 'email']         20
## 295        2017-08-12  62000   56-65ys      5 ['web', 'email']         20
## 296        2015-03-12  59000   18-25ys      5 ['web', 'email']         20
## 297        2017-10-02  83000   66-75ys      5 ['web', 'email']         20
## 298        2016-01-29  40000   18-25ys      5 ['web', 'email']         20
## 299        2017-09-03  40000   76-85ys      5 ['web', 'email']         20
## 300        2016-08-10  86000   46-55ys      5 ['web', 'email']         20
## 301        2017-07-26  68000   66-75ys      5 ['web', 'email']         20
## 302        2017-02-22  56000   46-55ys      5 ['web', 'email']         20
## 303        2016-03-12  44000   66-75ys      5 ['web', 'email']         20
## 304        2015-11-24  37000   46-55ys      5 ['web', 'email']         20
## 305        2016-11-12  50000   46-55ys      5 ['web', 'email']         20
## 306        2017-06-27  92000   66-75ys      5 ['web', 'email']         20
## 307        2017-10-17  67000   18-25ys      5 ['web', 'email']         20
## 308        2017-02-09  54000   46-55ys      5 ['web', 'email']         20
## 309        2017-06-26  52000   46-55ys      5 ['web', 'email']         20
## 310        2017-10-21  42000   56-65ys      5 ['web', 'email']         20
## 311        2015-10-08  68000   56-65ys      5 ['web', 'email']         20
## 312        2015-12-04  78000   56-65ys      5 ['web', 'email']         20
## 313        2016-02-13  52000   56-65ys      5 ['web', 'email']         20
## 314        2017-08-28  48000   36-45ys      5 ['web', 'email']         20
## 315        2016-01-29  40000   18-25ys      5 ['web', 'email']         20
## 316        2014-06-22  81000   46-55ys      5 ['web', 'email']         20
## 317        2017-10-07  57000   56-65ys      5 ['web', 'email']         20
## 318        2018-01-19  83000   46-55ys      5 ['web', 'email']         20
## 319        2015-10-18  59000   66-75ys      5 ['web', 'email']         20
## 320        2017-11-29  58000   46-55ys      5 ['web', 'email']         20
## 321        2016-07-31 107000   46-55ys      5 ['web', 'email']         20
## 322        2017-08-07  87000   46-55ys      5 ['web', 'email']         20
## 323        2017-12-10  65000   66-75ys      5 ['web', 'email']         20
## 324        2017-11-22  52000   36-45ys      5 ['web', 'email']         20
## 325        2018-04-27  67000   56-65ys      5 ['web', 'email']         20
## 326        2018-05-22  67000   46-55ys      5 ['web', 'email']         20
## 327        2017-12-10  55000   46-55ys      5 ['web', 'email']         20
## 328        2016-11-09  44000   46-55ys      5 ['web', 'email']         20
## 329        2017-11-22  52000   36-45ys      5 ['web', 'email']         20
## 330        2018-05-15  99000   46-55ys      5 ['web', 'email']         20
## 331        2016-05-24  71000   36-45ys      5 ['web', 'email']         20
## 332        2018-06-26  84000   66-75ys      5 ['web', 'email']         20
## 333        2017-09-24  83000   46-55ys      5 ['web', 'email']         20
## 334        2017-11-23  41000   46-55ys      5 ['web', 'email']         20
## 335        2015-08-07  72000   46-55ys      5 ['web', 'email']         20
## 336        2015-12-29  43000   26-35ys      5 ['web', 'email']         20
## 337        2016-11-25  62000   36-45ys      5 ['web', 'email']         20
## 338        2017-03-23  43000   46-55ys      5 ['web', 'email']         20
## 339        2017-09-24  60000   26-35ys      5 ['web', 'email']         20
## 340        2016-02-05  99000   56-65ys      5 ['web', 'email']         20
## 341        2017-11-23 103000   76-85ys      5 ['web', 'email']         20
## 342        2016-07-27  52000   56-65ys      5 ['web', 'email']         20
## 343        2018-07-06  91000   66-75ys      5 ['web', 'email']         20
## 344        2017-01-26  73000   56-65ys      5 ['web', 'email']         20
## 345        2017-05-24  58000   46-55ys      5 ['web', 'email']         20
## 346        2018-02-28  74000   76-85ys      5 ['web', 'email']         20
## 347        2016-11-09  44000   46-55ys      5 ['web', 'email']         20
## 348        2018-01-23  70000   46-55ys      5 ['web', 'email']         20
## 349        2017-03-11  68000   66-75ys      5 ['web', 'email']         20
## 350        2017-09-21  82000   66-75ys      5 ['web', 'email']         20
## 351        2017-01-19  50000   46-55ys      5 ['web', 'email']         20
## 352        2016-08-02  94000   56-65ys      5 ['web', 'email']         20
## 353        2015-08-26  80000   46-55ys      5 ['web', 'email']         20
## 354        2017-12-18  67000   56-65ys      5 ['web', 'email']         20
## 355        2015-09-20  41000   66-75ys      5 ['web', 'email']         20
## 356        2018-04-22  48000   26-35ys      5 ['web', 'email']         20
## 357        2017-07-15  69000   56-65ys      5 ['web', 'email']         20
## 358        2016-02-13  85000   56-65ys      5 ['web', 'email']         20
## 359        2018-03-13  51000   18-25ys      5 ['web', 'email']         20
## 360        2017-10-07 118000   66-75ys      5 ['web', 'email']         20
## 361        2017-03-21  69000   46-55ys      5 ['web', 'email']         20
## 362        2017-10-10  64000   26-35ys      5 ['web', 'email']         20
## 363        2017-09-26  82000   56-65ys      5 ['web', 'email']         20
## 364        2018-03-30  98000   36-45ys      5 ['web', 'email']         20
## 365        2018-05-30  79000   36-45ys      5 ['web', 'email']         20
## 366        2017-11-08  77000   56-65ys      5 ['web', 'email']         20
## 367        2018-04-25  66000   46-55ys      5 ['web', 'email']         20
## 368        2015-06-07  61000   18-25ys      5 ['web', 'email']         20
## 369        2017-01-23  80000   46-55ys      5 ['web', 'email']         20
## 370        2017-10-18  68000   56-65ys      5 ['web', 'email']         20
## 371        2014-05-22  42000   46-55ys      5 ['web', 'email']         20
## 372        2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 373        2017-10-25  89000   36-45ys      5 ['web', 'email']         20
## 374        2016-02-20  91000   46-55ys      5 ['web', 'email']         20
## 375        2014-10-27  51000   56-65ys      5 ['web', 'email']         20
## 376        2017-06-22  79000   76-85ys      5 ['web', 'email']         20
## 377        2018-05-02  50000   76-85ys      5 ['web', 'email']         20
## 378        2017-08-29  87000   46-55ys      5 ['web', 'email']         20
## 379        2016-10-15  46000   26-35ys      5 ['web', 'email']         20
## 380        2017-08-19  55000   46-55ys      5 ['web', 'email']         20
## 381        2017-10-17 116000   66-75ys      5 ['web', 'email']         20
## 382        2017-03-18  95000   36-45ys      5 ['web', 'email']         20
## 383        2015-06-30  68000   46-55ys      5 ['web', 'email']         20
## 384        2017-04-01  31000   26-35ys      5 ['web', 'email']         20
## 385        2015-01-26  47000   56-65ys      5 ['web', 'email']         20
## 386        2018-01-05  99000   76-85ys      5 ['web', 'email']         20
## 387        2017-12-03  89000    > 86ys      5 ['web', 'email']         20
## 388        2018-03-13  73000   46-55ys      5 ['web', 'email']         20
## 389        2015-09-07  84000   66-75ys      5 ['web', 'email']         20
## 390        2018-01-23  57000   46-55ys      5 ['web', 'email']         20
## 391        2018-05-26  73000   36-45ys      5 ['web', 'email']         20
## 392        2018-05-26  64000   36-45ys      5 ['web', 'email']         20
## 393        2015-08-05  41000   26-35ys      5 ['web', 'email']         20
## 394        2016-08-06  58000   46-55ys      5 ['web', 'email']         20
## 395        2016-06-18  88000   66-75ys      5 ['web', 'email']         20
## 396        2017-10-06  63000   36-45ys      5 ['web', 'email']         20
## 397        2018-02-06  87000   56-65ys      5 ['web', 'email']         20
## 398        2017-02-24  74000   46-55ys      5 ['web', 'email']         20
## 399        2017-03-29  87000   46-55ys      5 ['web', 'email']         20
## 400        2016-08-28  66000   46-55ys      5 ['web', 'email']         20
## 401        2017-03-16  84000    > 86ys      5 ['web', 'email']         20
## 402        2015-11-10  50000   26-35ys      5 ['web', 'email']         20
## 403        2018-03-19  69000   56-65ys      5 ['web', 'email']         20
## 404        2018-01-24  97000   56-65ys      5 ['web', 'email']         20
## 405        2017-08-23  73000   26-35ys      5 ['web', 'email']         20
## 406        2016-04-19  60000   46-55ys      5 ['web', 'email']         20
## 407        2017-07-26  32000   26-35ys      5 ['web', 'email']         20
## 408        2018-01-04  35000   36-45ys      5 ['web', 'email']         20
## 409        2015-09-27  53000   46-55ys      5 ['web', 'email']         20
## 410        2017-02-12  57000   46-55ys      5 ['web', 'email']         20
## 411        2017-06-28  60000   18-25ys      5 ['web', 'email']         20
## 412        2017-02-18  73000   56-65ys      5 ['web', 'email']         20
## 413        2016-07-03  62000   56-65ys      5 ['web', 'email']         20
## 414        2014-01-07  30000   66-75ys      5 ['web', 'email']         20
## 415        2013-09-09  82000   36-45ys      5 ['web', 'email']         20
## 416        2018-04-12 109000   76-85ys      5 ['web', 'email']         20
## 417        2017-03-07  53000   76-85ys      5 ['web', 'email']         20
## 418        2018-07-07  72000   26-35ys      5 ['web', 'email']         20
## 419        2017-12-28  32000   18-25ys      5 ['web', 'email']         20
## 420        2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 421        2016-03-10  39000   66-75ys      5 ['web', 'email']         20
## 422        2017-06-03  87000   36-45ys      5 ['web', 'email']         20
## 423        2015-07-06  79000   76-85ys      5 ['web', 'email']         20
## 424        2018-04-22  71000   66-75ys      5 ['web', 'email']         20
## 425        2016-10-08  82000   46-55ys      5 ['web', 'email']         20
## 426        2017-02-18  73000   56-65ys      5 ['web', 'email']         20
## 427        2015-05-29  31000   56-65ys      5 ['web', 'email']         20
## 428        2016-11-06  52000   36-45ys      5 ['web', 'email']         20
## 429        2017-11-12  60000   36-45ys      5 ['web', 'email']         20
## 430        2018-01-23  97000   56-65ys      5 ['web', 'email']         20
## 431        2015-12-10  82000   56-65ys      5 ['web', 'email']         20
## 432        2017-12-19  85000   56-65ys      5 ['web', 'email']         20
## 433        2017-06-21  49000   36-45ys      5 ['web', 'email']         20
## 434        2017-12-21  44000   56-65ys      5 ['web', 'email']         20
## 435        2016-11-11  56000   36-45ys      5 ['web', 'email']         20
## 436        2018-02-13  84000   46-55ys      5 ['web', 'email']         20
## 437        2015-12-13  60000   56-65ys      5 ['web', 'email']         20
## 438        2017-10-10  70000   56-65ys      5 ['web', 'email']         20
## 439        2017-11-20  60000   36-45ys      5 ['web', 'email']         20
## 440        2017-09-23  35000   56-65ys      5 ['web', 'email']         20
## 441        2017-12-09 100000   56-65ys      5 ['web', 'email']         20
## 442        2017-09-27  54000   18-25ys      5 ['web', 'email']         20
## 443        2018-03-21  73000   46-55ys      5 ['web', 'email']         20
## 444        2017-12-17  52000   36-45ys      5 ['web', 'email']         20
## 445        2018-04-30  87000   56-65ys      5 ['web', 'email']         20
## 446        2016-08-04 103000   46-55ys      5 ['web', 'email']         20
## 447        2017-12-10  65000   66-75ys      5 ['web', 'email']         20
## 448        2016-04-10  66000   56-65ys      5 ['web', 'email']         20
## 449        2017-01-01  55000   36-45ys      5 ['web', 'email']         20
## 450        2017-11-23  41000   46-55ys      5 ['web', 'email']         20
## 451        2017-02-28  50000   26-35ys      5 ['web', 'email']         20
## 452        2016-03-21  83000   46-55ys      5 ['web', 'email']         20
## 453        2017-11-08  51000   66-75ys      5 ['web', 'email']         20
## 454        2014-11-02  62000   66-75ys      5 ['web', 'email']         20
## 455        2014-09-10  54000   66-75ys      5 ['web', 'email']         20
## 456        2015-01-17  95000   36-45ys      5 ['web', 'email']         20
## 457        2014-08-29  35000   46-55ys      5 ['web', 'email']         20
## 458        2017-01-02  84000   66-75ys      5 ['web', 'email']         20
## 459        2017-02-05  87000   36-45ys      5 ['web', 'email']         20
## 460        2017-11-14  39000   36-45ys      5 ['web', 'email']         20
## 461        2017-10-13  48000   18-25ys      5 ['web', 'email']         20
## 462        2018-02-02  63000   18-25ys      5 ['web', 'email']         20
## 463        2018-07-26  74000   36-45ys      5 ['web', 'email']         20
## 464        2015-08-03  55000   36-45ys      5 ['web', 'email']         20
## 465        2017-07-30  45000   36-45ys      5 ['web', 'email']         20
## 466        2017-12-29  53000   36-45ys      5 ['web', 'email']         20
## 467        2016-03-05  44000   56-65ys      5 ['web', 'email']         20
## 468        2017-12-09  80000   46-55ys      5 ['web', 'email']         20
## 469        2017-11-24  65000   36-45ys      5 ['web', 'email']         20
## 470        2016-05-16  66000   26-35ys      5 ['web', 'email']         20
## 471        2017-09-18 108000   66-75ys      5 ['web', 'email']         20
## 472        2018-03-01  32000   46-55ys      5 ['web', 'email']         20
## 473        2013-10-14  57000   76-85ys      5 ['web', 'email']         20
## 474        2017-01-21 117000   46-55ys      5 ['web', 'email']         20
## 475        2016-04-07  35000    > 86ys      5 ['web', 'email']         20
## 476        2017-08-17  52000   56-65ys      5 ['web', 'email']         20
## 477        2017-12-08  42000   18-25ys      5 ['web', 'email']         20
## 478        2017-06-03  87000   36-45ys      5 ['web', 'email']         20
## 479        2015-12-31  84000   66-75ys      5 ['web', 'email']         20
## 480        2016-05-14 112000   56-65ys      5 ['web', 'email']         20
## 481        2018-06-04  52000   56-65ys      5 ['web', 'email']         20
## 482        2017-01-03  89000   46-55ys      5 ['web', 'email']         20
## 483        2015-06-23  98000   46-55ys      5 ['web', 'email']         20
## 484        2017-05-17  74000   36-45ys      5 ['web', 'email']         20
## 485        2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 486        2018-06-05  40000   18-25ys      5 ['web', 'email']         20
## 487        2018-05-20  32000   26-35ys      5 ['web', 'email']         20
## 488        2018-06-30  47000   18-25ys      5 ['web', 'email']         20
## 489        2018-03-26  79000   46-55ys      5 ['web', 'email']         20
## 490        2016-10-06  67000   46-55ys      5 ['web', 'email']         20
## 491        2016-06-12  48000    > 86ys      5 ['web', 'email']         20
## 492        2018-01-05  99000   76-85ys      5 ['web', 'email']         20
## 493        2016-04-14 100000   36-45ys      5 ['web', 'email']         20
## 494        2018-05-14  89000   76-85ys      5 ['web', 'email']         20
## 495        2018-02-25  47000   66-75ys      5 ['web', 'email']         20
## 496        2017-10-29  40000   18-25ys      5 ['web', 'email']         20
## 497        2016-11-18  72000   18-25ys      5 ['web', 'email']         20
## 498        2014-01-26  33000   26-35ys      5 ['web', 'email']         20
## 499        2016-02-28 118000   46-55ys      5 ['web', 'email']         20
## 500        2014-06-03  73000   36-45ys      5 ['web', 'email']         20
## 501        2016-06-09  88000   76-85ys      5 ['web', 'email']         20
## 502        2016-03-05  44000   56-65ys      5 ['web', 'email']         20
## 503        2013-12-19  45000   56-65ys      5 ['web', 'email']         20
## 504        2017-10-30  93000   56-65ys      5 ['web', 'email']         20
## 505        2016-05-31  75000   36-45ys      5 ['web', 'email']         20
## 506        2017-08-12  78000   56-65ys      5 ['web', 'email']         20
## 507        2018-03-01  32000   46-55ys      5 ['web', 'email']         20
## 508        2015-12-12  85000   66-75ys      5 ['web', 'email']         20
## 509        2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 510        2017-12-30  58000   36-45ys      5 ['web', 'email']         20
## 511        2015-09-04  74000   66-75ys      5 ['web', 'email']         20
## 512        2015-08-24  74000   56-65ys      5 ['web', 'email']         20
## 513        2017-08-05  81000   76-85ys      5 ['web', 'email']         20
## 514        2016-07-22  38000   66-75ys      5 ['web', 'email']         20
## 515        2017-12-03  62000   66-75ys      5 ['web', 'email']         20
## 516        2017-03-12  81000   56-65ys      5 ['web', 'email']         20
## 517        2017-03-31  37000   26-35ys      5 ['web', 'email']         20
## 518        2017-09-02  92000   56-65ys      5 ['web', 'email']         20
## 519        2016-11-14  74000   18-25ys      5 ['web', 'email']         20
## 520        2013-10-14  57000   76-85ys      5 ['web', 'email']         20
## 521        2016-02-28  87000   46-55ys      5 ['web', 'email']         20
## 522        2016-10-07  59000   36-45ys      5 ['web', 'email']         20
## 523        2016-09-07  52000   56-65ys      5 ['web', 'email']         20
## 524        2018-05-25  35000   56-65ys      5 ['web', 'email']         20
## 525        2018-03-21  69000   36-45ys      5 ['web', 'email']         20
## 526        2016-06-18  77000   56-65ys      5 ['web', 'email']         20
## 527        2018-03-29  98000   56-65ys      5 ['web', 'email']         20
## 528        2015-04-07  70000   36-45ys      5 ['web', 'email']         20
## 529        2015-11-14  78000   46-55ys      5 ['web', 'email']         20
## 530        2015-09-17  52000   56-65ys      5 ['web', 'email']         20
## 531        2016-09-25  93000   66-75ys      5 ['web', 'email']         20
## 532        2016-05-13  86000   56-65ys      5 ['web', 'email']         20
## 533        2017-07-26  32000   26-35ys      5 ['web', 'email']         20
## 534        2018-03-25  79000   56-65ys      5 ['web', 'email']         20
## 535        2015-06-30  68000   46-55ys      5 ['web', 'email']         20
## 536        2016-06-13 106000   76-85ys      5 ['web', 'email']         20
## 537        2015-11-14  78000   46-55ys      5 ['web', 'email']         20
## 538        2018-07-15 113000   66-75ys      5 ['web', 'email']         20
## 539        2018-03-21  56000   66-75ys      5 ['web', 'email']         20
## 540        2018-02-10  65000   36-45ys      5 ['web', 'email']         20
## 541        2016-10-30  41000    > 86ys      5 ['web', 'email']         20
## 542        2015-11-21  81000   46-55ys      5 ['web', 'email']         20
## 543        2018-01-21  63000   36-45ys      5 ['web', 'email']         20
## 544        2017-03-09  80000   66-75ys      5 ['web', 'email']         20
## 545        2018-02-13  54000   46-55ys      5 ['web', 'email']         20
## 546        2017-06-26  52000   46-55ys      5 ['web', 'email']         20
## 547        2018-04-29 115000   56-65ys      5 ['web', 'email']         20
## 548        2018-06-28  67000   18-25ys      5 ['web', 'email']         20
## 549        2017-04-13  52000   76-85ys      5 ['web', 'email']         20
## 550        2015-08-02  85000   56-65ys      5 ['web', 'email']         20
## 551        2017-12-20  44000   18-25ys      5 ['web', 'email']         20
## 552        2016-01-02  43000   18-25ys      5 ['web', 'email']         20
## 553        2014-11-30  77000    > 86ys      5 ['web', 'email']         20
## 554        2018-06-30  99000   46-55ys      5 ['web', 'email']         20
## 555        2018-03-18  55000   56-65ys      5 ['web', 'email']         20
## 556        2016-04-23  68000   46-55ys      5 ['web', 'email']         20
## 557        2017-12-13  71000   56-65ys      5 ['web', 'email']         20
## 558        2018-06-30  47000   18-25ys      5 ['web', 'email']         20
## 559        2014-04-15  92000   46-55ys      5 ['web', 'email']         20
## 560        2017-04-12  49000   36-45ys      5 ['web', 'email']         20
## 561        2017-02-01  91000   66-75ys      5 ['web', 'email']         20
## 562        2017-08-12  36000   36-45ys      5 ['web', 'email']         20
## 563        2017-04-30  84000   66-75ys      5 ['web', 'email']         20
## 564        2017-04-01  97000   46-55ys      5 ['web', 'email']         20
## 565        2016-07-02  81000   66-75ys      5 ['web', 'email']         20
## 566        2016-04-22  68000   36-45ys      5 ['web', 'email']         20
## 567        2016-10-19  54000   26-35ys      5 ['web', 'email']         20
## 568        2015-08-23  88000   56-65ys      5 ['web', 'email']         20
## 569        2016-05-11 107000   76-85ys      5 ['web', 'email']         20
## 570        2017-07-03  35000   26-35ys      5 ['web', 'email']         20
## 571        2018-07-05  48000   26-35ys      5 ['web', 'email']         20
## 572        2016-04-07  51000   76-85ys      5 ['web', 'email']         20
## 573        2015-09-02  54000   36-45ys      5 ['web', 'email']         20
## 574        2015-08-15  41000   46-55ys      5 ['web', 'email']         20
## 575        2015-01-17  95000   36-45ys      5 ['web', 'email']         20
## 576        2017-08-06  76000   36-45ys      5 ['web', 'email']         20
## 577        2018-03-29  79000   46-55ys      5 ['web', 'email']         20
## 578        2015-08-14  64000   46-55ys      5 ['web', 'email']         20
## 579        2017-09-15  69000   18-25ys      5 ['web', 'email']         20
## 580        2016-02-17  56000   56-65ys      5 ['web', 'email']         20
## 581        2015-07-21  70000   26-35ys      5 ['web', 'email']         20
## 582        2017-10-12  37000   36-45ys      5 ['web', 'email']         20
## 583        2017-12-21  54000   56-65ys      5 ['web', 'email']         20
## 584        2018-01-09  76000   56-65ys      5 ['web', 'email']         20
## 585        2018-04-25 105000   56-65ys      5 ['web', 'email']         20
## 586        2017-02-23 103000   66-75ys      5 ['web', 'email']         20
## 587        2016-03-05  89000   36-45ys      5 ['web', 'email']         20
## 588        2018-06-04  43000   36-45ys      5 ['web', 'email']         20
## 589        2018-02-07  36000   66-75ys      5 ['web', 'email']         20
## 590        2015-09-10  75000   66-75ys      5 ['web', 'email']         20
## 591        2018-06-28  38000   18-25ys      5 ['web', 'email']         20
## 592        2017-08-23  40000   18-25ys      5 ['web', 'email']         20
## 593        2017-03-27  40000   56-65ys      5 ['web', 'email']         20
## 594        2015-08-03  55000   36-45ys      5 ['web', 'email']         20
## 595        2017-10-10  70000   56-65ys      5 ['web', 'email']         20
## 596        2015-12-10  93000   56-65ys      5 ['web', 'email']         20
## 597        2018-04-06  74000   76-85ys      5 ['web', 'email']         20
## 598        2014-05-17  79000   46-55ys      5 ['web', 'email']         20
## 599        2017-11-16  79000   46-55ys      5 ['web', 'email']         20
## 600        2016-10-18  56000   56-65ys      5 ['web', 'email']         20
## 601        2017-10-23  40000   56-65ys      5 ['web', 'email']         20
## 602        2014-09-27  91000   66-75ys      5 ['web', 'email']         20
## 603        2017-11-05 116000   66-75ys      5 ['web', 'email']         20
## 604        2018-05-25  70000   26-35ys      5 ['web', 'email']         20
## 605        2018-07-18  64000   56-65ys      5 ['web', 'email']         20
## 606        2017-10-15  33000   18-25ys      5 ['web', 'email']         20
## 607        2018-02-09  70000   76-85ys      5 ['web', 'email']         20
## 608        2017-10-10  89000   66-75ys      5 ['web', 'email']         20
## 609        2017-07-01  59000   76-85ys      5 ['web', 'email']         20
## 610        2016-06-09  92000   26-35ys      5 ['web', 'email']         20
## 611        2018-01-18  67000   66-75ys      5 ['web', 'email']         20
## 612        2018-07-21  31000   26-35ys      5 ['web', 'email']         20
## 613        2015-01-12  82000   46-55ys      5 ['web', 'email']         20
## 614        2018-07-04  39000   36-45ys      5 ['web', 'email']         20
## 615        2014-12-05  58000   76-85ys      5 ['web', 'email']         20
## 616        2016-11-26 109000   76-85ys      5 ['web', 'email']         20
## 617        2017-10-24  98000   46-55ys      5 ['web', 'email']         20
## 618        2015-09-20  54000   26-35ys      5 ['web', 'email']         20
## 619        2017-08-11  68000   26-35ys      5 ['web', 'email']         20
## 620        2016-08-19  70000   66-75ys      5 ['web', 'email']         20
## 621        2017-11-18  57000   46-55ys      5 ['web', 'email']         20
## 622        2016-01-21  49000   46-55ys      5 ['web', 'email']         20
## 623        2018-06-26  84000   66-75ys      5 ['web', 'email']         20
## 624        2016-07-03  72000   46-55ys      5 ['web', 'email']         20
## 625        2017-12-17  68000   26-35ys      5 ['web', 'email']         20
## 626        2017-02-05  55000   46-55ys      5 ['web', 'email']         20
## 627        2017-11-26  35000   66-75ys      5 ['web', 'email']         20
## 628        2015-09-12  62000   18-25ys      5 ['web', 'email']         20
## 629        2018-02-08  58000   56-65ys      5 ['web', 'email']         20
## 630        2014-06-23  63000   76-85ys      5 ['web', 'email']         20
## 631        2016-04-30  56000   56-65ys      5 ['web', 'email']         20
## 632        2016-09-04  37000   76-85ys      5 ['web', 'email']         20
## 633        2017-10-15  46000   46-55ys      5 ['web', 'email']         20
## 634        2018-06-10  71000   26-35ys      5 ['web', 'email']         20
## 635        2016-11-22  47000   66-75ys      5 ['web', 'email']         20
## 636        2017-10-17  62000   46-55ys      5 ['web', 'email']         20
## 637        2017-08-29  87000   46-55ys      5 ['web', 'email']         20
## 638        2017-10-15  42000   36-45ys      5 ['web', 'email']         20
## 639        2017-07-05 110000   56-65ys      5 ['web', 'email']         20
## 640        2017-10-23  57000   56-65ys      5 ['web', 'email']         20
## 641        2017-06-22  82000   66-75ys      5 ['web', 'email']         20
## 642        2015-12-14  60000   18-25ys      5 ['web', 'email']         20
## 643        2017-11-13  61000   36-45ys      5 ['web', 'email']         20
## 644        2016-08-07  73000   46-55ys      5 ['web', 'email']         20
## 645        2018-06-18  59000   56-65ys      5 ['web', 'email']         20
## 646        2017-09-24  83000   46-55ys      5 ['web', 'email']         20
## 647        2018-01-25  61000   56-65ys      5 ['web', 'email']         20
## 648        2014-01-19  38000   26-35ys      5 ['web', 'email']         20
## 649        2017-05-02 115000   66-75ys      5 ['web', 'email']         20
## 650        2016-07-07  55000   46-55ys      5 ['web', 'email']         20
## 651        2016-02-17  78000   56-65ys      5 ['web', 'email']         20
## 652        2017-02-22  34000   46-55ys      5 ['web', 'email']         20
## 653        2018-01-25  77000   76-85ys      5 ['web', 'email']         20
## 654        2016-02-17  78000   56-65ys      5 ['web', 'email']         20
## 655        2016-02-28  87000   56-65ys      5 ['web', 'email']         20
## 656        2017-11-23 100000   56-65ys      5 ['web', 'email']         20
## 657        2018-02-11  63000   66-75ys      5 ['web', 'email']         20
## 658        2017-12-18  78000   56-65ys      5 ['web', 'email']         20
## 659        2017-10-21  49000   18-25ys      5 ['web', 'email']         20
## 660        2018-01-08  67000   36-45ys      5 ['web', 'email']         20
## 661        2018-06-29  36000   66-75ys      5 ['web', 'email']         20
## 662        2017-09-14  73000    > 86ys      5 ['web', 'email']         20
## 663        2016-05-15  93000   66-75ys      5 ['web', 'email']         20
## 664        2018-07-09  67000   56-65ys      5 ['web', 'email']         20
## 665        2018-07-26  32000   76-85ys      5 ['web', 'email']         20
## 666        2015-12-05  62000   46-55ys      5 ['web', 'email']         20
## 667        2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 668        2016-02-10  36000   66-75ys      5 ['web', 'email']         20
## 669        2017-01-23  59000   56-65ys      5 ['web', 'email']         20
## 670        2016-02-05  99000   56-65ys      5 ['web', 'email']         20
## 671        2016-01-16  31000   56-65ys      5 ['web', 'email']         20
## 672        2015-08-04  82000   46-55ys      5 ['web', 'email']         20
## 673        2013-08-15  66000   66-75ys      5 ['web', 'email']         20
## 674        2016-12-03  77000   46-55ys      5 ['web', 'email']         20
## 675        2013-10-17  58000   56-65ys      5 ['web', 'email']         20
## 676        2017-10-18  39000   36-45ys      5 ['web', 'email']         20
## 677        2016-09-07 101000   66-75ys      5 ['web', 'email']         20
## 678        2016-04-20  67000   56-65ys      5 ['web', 'email']         20
## 679        2017-09-03  74000   66-75ys      5 ['web', 'email']         20
## 680        2017-10-08  39000   26-35ys      5 ['web', 'email']         20
## 681        2017-08-11  31000   66-75ys      5 ['web', 'email']         20
## 682        2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 683        2017-09-11  67000   76-85ys      5 ['web', 'email']         20
## 684        2017-10-14  99000   46-55ys      5 ['web', 'email']         20
## 685        2018-06-03  52000   36-45ys      5 ['web', 'email']         20
## 686        2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 687        2017-04-13  95000   56-65ys      5 ['web', 'email']         20
## 688        2016-09-17  66000   18-25ys      5 ['web', 'email']         20
## 689        2017-09-01 105000   46-55ys      5 ['web', 'email']         20
## 690        2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 691        2017-08-28  68000   46-55ys      5 ['web', 'email']         20
## 692        2018-05-30  35000   26-35ys      5 ['web', 'email']         20
## 693        2017-11-21  50000   26-35ys      5 ['web', 'email']         20
## 694        2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 695        2018-02-23  70000   18-25ys      5 ['web', 'email']         20
## 696        2013-12-15  96000   56-65ys      5 ['web', 'email']         20
## 697        2017-10-28  72000   76-85ys      5 ['web', 'email']         20
## 698        2017-12-25  61000   46-55ys      5 ['web', 'email']         20
## 699        2016-08-16  57000   76-85ys      5 ['web', 'email']         20
## 700        2017-12-10  56000   36-45ys      5 ['web', 'email']         20
## 701        2018-04-05  41000   46-55ys      5 ['web', 'email']         20
## 702        2017-12-28  51000   36-45ys      5 ['web', 'email']         20
## 703        2017-06-26  72000   26-35ys      5 ['web', 'email']         20
## 704        2017-08-05  57000   36-45ys      5 ['web', 'email']         20
## 705        2018-05-18  91000   46-55ys      5 ['web', 'email']         20
## 706        2017-07-29  94000   56-65ys      5 ['web', 'email']         20
## 707        2017-11-23  50000   36-45ys      5 ['web', 'email']         20
## 708        2015-12-05  31000   56-65ys      5 ['web', 'email']         20
## 709        2015-10-11  65000   66-75ys      5 ['web', 'email']         20
## 710        2017-12-10  65000   46-55ys      5 ['web', 'email']         20
## 711        2017-12-12  31000   56-65ys      5 ['web', 'email']         20
## 712        2017-11-28  74000   46-55ys      5 ['web', 'email']         20
## 713        2016-06-18  65000   56-65ys      5 ['web', 'email']         20
## 714        2016-04-23  68000   46-55ys      5 ['web', 'email']         20
## 715        2016-07-26  80000   56-65ys      5 ['web', 'email']         20
## 716        2016-03-25  68000   66-75ys      5 ['web', 'email']         20
## 717        2015-02-23  54000   46-55ys      5 ['web', 'email']         20
## 718        2016-12-21  99000   36-45ys      5 ['web', 'email']         20
## 719        2018-07-18  51000   56-65ys      5 ['web', 'email']         20
## 720        2015-09-30  38000   18-25ys      5 ['web', 'email']         20
## 721        2016-05-20  56000   26-35ys      5 ['web', 'email']         20
## 722        2017-02-03  58000   36-45ys      5 ['web', 'email']         20
## 723        2017-08-05  81000   76-85ys      5 ['web', 'email']         20
## 724        2018-04-24  71000   56-65ys      5 ['web', 'email']         20
## 725        2018-05-14  56000   56-65ys      5 ['web', 'email']         20
## 726        2017-10-28  66000   66-75ys      5 ['web', 'email']         20
## 727        2018-05-26  64000   36-45ys      5 ['web', 'email']         20
## 728        2018-02-14 103000   76-85ys      5 ['web', 'email']         20
## 729        2017-02-03  58000   36-45ys      5 ['web', 'email']         20
## 730        2018-01-18 109000   66-75ys      5 ['web', 'email']         20
## 731        2016-02-26 102000   66-75ys      5 ['web', 'email']         20
## 732        2017-11-20  53000   46-55ys      5 ['web', 'email']         20
## 733        2016-07-04  66000   66-75ys      5 ['web', 'email']         20
## 734        2015-12-25  59000   56-65ys      5 ['web', 'email']         20
## 735        2018-05-19  77000   66-75ys      5 ['web', 'email']         20
## 736        2016-07-31  84000   66-75ys      5 ['web', 'email']         20
## 737        2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 738        2017-08-25  35000   56-65ys      5 ['web', 'email']         20
## 739        2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 740        2014-12-05  58000   76-85ys      5 ['web', 'email']         20
## 741        2017-10-31  64000   66-75ys      5 ['web', 'email']         20
## 742        2016-10-16  93000   46-55ys      5 ['web', 'email']         20
## 743        2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 744        2014-03-21  69000   18-25ys      5 ['web', 'email']         20
## 745        2016-04-14 100000   36-45ys      5 ['web', 'email']         20
## 746        2017-02-14  90000   46-55ys      5 ['web', 'email']         20
## 747        2015-11-10  33000   46-55ys      5 ['web', 'email']         20
## 748        2014-11-11  35000   66-75ys      5 ['web', 'email']         20
## 749        2017-01-15  51000   66-75ys      5 ['web', 'email']         20
## 750        2017-11-16  71000   36-45ys      5 ['web', 'email']         20
## 751        2017-10-22  40000   26-35ys      5 ['web', 'email']         20
## 752        2017-03-12  94000   66-75ys      5 ['web', 'email']         20
## 753        2016-09-04  37000   76-85ys      5 ['web', 'email']         20
## 754        2015-12-12  85000   66-75ys      5 ['web', 'email']         20
## 755        2015-09-20  36000   46-55ys      5 ['web', 'email']         20
## 756        2017-11-29  58000   46-55ys      5 ['web', 'email']         20
## 757        2018-07-25  96000   76-85ys      5 ['web', 'email']         20
## 758        2018-01-25  45000   26-35ys      5 ['web', 'email']         20
## 759        2017-12-10  55000   46-55ys      5 ['web', 'email']         20
## 760        2018-05-14  56000   56-65ys      5 ['web', 'email']         20
## 761        2017-02-20 104000   56-65ys      5 ['web', 'email']         20
## 762        2017-10-19 109000   66-75ys      5 ['web', 'email']         20
## 763        2017-09-19  77000   46-55ys      5 ['web', 'email']         20
## 764        2017-09-04  96000   66-75ys      5 ['web', 'email']         20
## 765        2016-04-16  68000   66-75ys      5 ['web', 'email']         20
## 766        2016-05-08  76000   56-65ys      5 ['web', 'email']         20
## 767        2017-10-01  31000   76-85ys      5 ['web', 'email']         20
## 768        2017-03-12  81000   56-65ys      5 ['web', 'email']         20
## 769        2017-01-31  58000   66-75ys      5 ['web', 'email']         20
## 770        2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 771        2016-10-22  85000    > 86ys      5 ['web', 'email']         20
## 772        2018-03-29  78000   66-75ys      5 ['web', 'email']         20
## 773        2017-03-10 107000   76-85ys      5 ['web', 'email']         20
## 774        2017-12-08  81000   46-55ys      5 ['web', 'email']         20
## 775        2017-07-27  95000   76-85ys      5 ['web', 'email']         20
## 776        2017-04-30  57000   18-25ys      5 ['web', 'email']         20
## 777        2018-02-10  65000   36-45ys      5 ['web', 'email']         20
## 778        2018-03-25  79000   56-65ys      5 ['web', 'email']         20
## 779        2016-03-28  97000   46-55ys      5 ['web', 'email']         20
## 780        2018-02-17  47000   46-55ys      5 ['web', 'email']         20
## 781        2016-08-10  86000   46-55ys      5 ['web', 'email']         20
## 782        2017-04-22  71000   46-55ys      5 ['web', 'email']         20
## 783        2018-01-26  65000   18-25ys      5 ['web', 'email']         20
## 784        2015-10-23  75000   56-65ys      5 ['web', 'email']         20
## 785        2018-05-26  49000   26-35ys      5 ['web', 'email']         20
## 786        2014-01-09  69000   66-75ys      5 ['web', 'email']         20
## 787        2017-08-19  77000   56-65ys      5 ['web', 'email']         20
## 788        2017-09-14  73000    > 86ys      5 ['web', 'email']         20
## 789        2018-07-26  74000   36-45ys      5 ['web', 'email']         20
## 790        2015-10-14  84000   46-55ys      5 ['web', 'email']         20
## 791        2015-10-17  64000   46-55ys      5 ['web', 'email']         20
## 792        2016-06-06  75000   46-55ys      5 ['web', 'email']         20
## 793        2015-07-22  75000   66-75ys      5 ['web', 'email']         20
## 794        2017-07-26  95000    > 86ys      5 ['web', 'email']         20
## 795        2018-03-15  50000   18-25ys      5 ['web', 'email']         20
## 796        2015-10-31  81000   56-65ys      5 ['web', 'email']         20
## 797        2018-03-01  36000   26-35ys      5 ['web', 'email']         20
## 798        2017-10-29  95000   46-55ys      5 ['web', 'email']         20
## 799        2015-09-05  57000   46-55ys      5 ['web', 'email']         20
## 800        2018-01-14  52000   36-45ys      5 ['web', 'email']         20
## 801        2016-05-31  75000   36-45ys      5 ['web', 'email']         20
## 802        2017-04-25  73000   26-35ys      5 ['web', 'email']         20
## 803        2016-11-13  65000   26-35ys      5 ['web', 'email']         20
## 804        2017-12-13  40000   46-55ys      5 ['web', 'email']         20
## 805        2016-01-03  90000   56-65ys      5 ['web', 'email']         20
## 806        2017-11-21  50000   26-35ys      5 ['web', 'email']         20
## 807        2017-11-13  59000   18-25ys      5 ['web', 'email']         20
## 808        2016-05-02  88000   76-85ys      5 ['web', 'email']         20
## 809        2017-09-15 102000   66-75ys      5 ['web', 'email']         20
## 810        2016-06-25  58000   36-45ys      5 ['web', 'email']         20
## 811        2017-11-23  91000   56-65ys      5 ['web', 'email']         20
## 812        2016-04-07  51000   76-85ys      5 ['web', 'email']         20
## 813        2018-01-04  73000   66-75ys      5 ['web', 'email']         20
## 814        2017-09-03  56000   56-65ys      5 ['web', 'email']         20
## 815        2018-01-24  31000   36-45ys      5 ['web', 'email']         20
## 816        2016-09-02  64000   46-55ys      5 ['web', 'email']         20
## 817        2017-10-18  50000   26-35ys      5 ['web', 'email']         20
## 818        2016-10-22  43000   56-65ys      5 ['web', 'email']         20
## 819        2014-09-10  54000   66-75ys      5 ['web', 'email']         20
## 820        2017-08-19  57000   26-35ys      5 ['web', 'email']         20
## 821        2017-10-18  50000   26-35ys      5 ['web', 'email']         20
## 822        2017-10-28  37000   56-65ys      5 ['web', 'email']         20
## 823        2017-11-02  99000   56-65ys      5 ['web', 'email']         20
## 824        2017-02-27  88000   66-75ys      5 ['web', 'email']         20
## 825        2018-01-13  59000   46-55ys      5 ['web', 'email']         20
## 826        2017-06-26  72000   26-35ys      5 ['web', 'email']         20
## 827        2017-12-20  64000   66-75ys      5 ['web', 'email']         20
## 828        2017-12-12  34000   26-35ys      5 ['web', 'email']         20
## 829        2018-03-18  74000   66-75ys      5 ['web', 'email']         20
## 830        2017-08-24  60000   46-55ys      5 ['web', 'email']         20
## 831        2016-05-29  55000   46-55ys      5 ['web', 'email']         20
## 832        2017-08-31  50000   18-25ys      5 ['web', 'email']         20
## 833        2016-10-24  69000   46-55ys      5 ['web', 'email']         20
## 834        2017-11-14  39000   36-45ys      5 ['web', 'email']         20
## 835        2018-01-19 103000   46-55ys      5 ['web', 'email']         20
## 836        2017-09-26  48000   26-35ys      5 ['web', 'email']         20
## 837        2017-01-10  55000   46-55ys      5 ['web', 'email']         20
## 838        2017-12-08  58000   26-35ys      5 ['web', 'email']         20
## 839        2016-07-22 119000   46-55ys      5 ['web', 'email']         20
## 840        2018-06-24  58000   56-65ys      5 ['web', 'email']         20
## 841        2018-07-05  92000   46-55ys      5 ['web', 'email']         20
## 842        2018-03-09  71000   56-65ys      5 ['web', 'email']         20
## 843        2016-09-24  39000   66-75ys      5 ['web', 'email']         20
## 844        2017-11-04  53000   18-25ys      5 ['web', 'email']         20
## 845        2017-01-24  82000   46-55ys      5 ['web', 'email']         20
## 846        2015-11-06  79000   46-55ys      5 ['web', 'email']         20
## 847        2016-01-02  56000   36-45ys      5 ['web', 'email']         20
## 848        2014-02-08  44000   26-35ys      5 ['web', 'email']         20
## 849        2017-09-28  39000   18-25ys      5 ['web', 'email']         20
## 850        2016-11-25  71000   56-65ys      5 ['web', 'email']         20
## 851        2015-03-24  36000   66-75ys      5 ['web', 'email']         20
## 852        2017-10-10  71000   26-35ys      5 ['web', 'email']         20
## 853        2017-10-07  64000   46-55ys      5 ['web', 'email']         20
## 854        2018-01-06  58000   66-75ys      5 ['web', 'email']         20
## 855        2017-05-14  96000   56-65ys      5 ['web', 'email']         20
## 856        2017-12-09  88000   46-55ys      5 ['web', 'email']         20
## 857        2015-05-13  31000   36-45ys      5 ['web', 'email']         20
## 858        2017-07-05  69000   26-35ys      5 ['web', 'email']         20
## 859        2017-01-17  95000   56-65ys      5 ['web', 'email']         20
## 860        2016-05-03  44000   36-45ys      5 ['web', 'email']         20
## 861        2017-05-17  74000   36-45ys      5 ['web', 'email']         20
## 862        2017-11-25  61000   36-45ys      5 ['web', 'email']         20
## 863        2018-01-03 103000   56-65ys      5 ['web', 'email']         20
## 864        2017-09-08  68000   56-65ys      5 ['web', 'email']         20
## 865        2017-12-09  58000   18-25ys      5 ['web', 'email']         20
## 866        2018-03-15  47000   66-75ys      5 ['web', 'email']         20
## 867        2018-03-28  64000   46-55ys      5 ['web', 'email']         20
## 868        2015-05-25  57000   66-75ys      5 ['web', 'email']         20
## 869        2018-03-17  37000   18-25ys      5 ['web', 'email']         20
## 870        2016-02-19  80000   76-85ys      5 ['web', 'email']         20
## 871        2017-08-20  72000   66-75ys      5 ['web', 'email']         20
## 872        2017-04-05  66000   76-85ys      5 ['web', 'email']         20
## 873        2018-05-21  33000   56-65ys      5 ['web', 'email']         20
## 874        2018-05-31  65000   26-35ys      5 ['web', 'email']         20
## 875        2017-09-20  48000   46-55ys      5 ['web', 'email']         20
## 876        2018-01-28  63000   26-35ys      5 ['web', 'email']         20
## 877        2017-09-05  98000   46-55ys      5 ['web', 'email']         20
## 878        2015-11-20  60000   36-45ys      5 ['web', 'email']         20
## 879        2016-11-11  75000   36-45ys      5 ['web', 'email']         20
## 880        2015-08-16  53000    > 86ys      5 ['web', 'email']         20
## 881        2017-11-14  41000   26-35ys      5 ['web', 'email']         20
## 882        2016-08-20  52000   66-75ys      5 ['web', 'email']         20
## 883        2018-05-05  75000   66-75ys      5 ['web', 'email']         20
## 884        2013-09-18  37000   66-75ys      5 ['web', 'email']         20
## 885        2017-03-12  67000   36-45ys      5 ['web', 'email']         20
## 886        2017-10-13  58000   36-45ys      5 ['web', 'email']         20
## 887        2017-10-01  73000   46-55ys      5 ['web', 'email']         20
## 888        2015-11-05  37000   36-45ys      5 ['web', 'email']         20
## 889        2017-12-30  58000   36-45ys      5 ['web', 'email']         20
## 890        2017-12-28  41000   26-35ys      5 ['web', 'email']         20
## 891        2018-01-21  32000   36-45ys      5 ['web', 'email']         20
## 892        2017-08-02 120000   56-65ys      5 ['web', 'email']         20
## 893        2017-06-21  88000   46-55ys      5 ['web', 'email']         20
## 894        2017-02-05  34000   26-35ys      5 ['web', 'email']         20
## 895        2014-12-23  54000   56-65ys      5 ['web', 'email']         20
## 896        2017-06-13  91000   46-55ys      5 ['web', 'email']         20
## 897        2014-03-17  99000   36-45ys      5 ['web', 'email']         20
## 898        2017-09-19  77000   46-55ys      5 ['web', 'email']         20
## 899        2018-04-17  76000   36-45ys      5 ['web', 'email']         20
## 900        2015-12-09  52000   46-55ys      5 ['web', 'email']         20
## 901        2014-09-22  99000   56-65ys      5 ['web', 'email']         20
## 902        2016-04-12  79000   56-65ys      5 ['web', 'email']         20
## 903        2013-08-20  47000   36-45ys      5 ['web', 'email']         20
## 904        2018-07-17  50000   46-55ys      5 ['web', 'email']         20
## 905        2016-08-09  71000   56-65ys      5 ['web', 'email']         20
## 906        2015-11-19  76000    > 86ys      5 ['web', 'email']         20
## 907        2017-11-03  58000   26-35ys      5 ['web', 'email']         20
## 908        2016-12-19 108000   66-75ys      5 ['web', 'email']         20
## 909        2016-07-21  46000   66-75ys      5 ['web', 'email']         20
## 910        2018-01-27  88000   56-65ys      5 ['web', 'email']         20
## 911        2015-12-18 114000   46-55ys      5 ['web', 'email']         20
## 912        2017-07-25  92000   56-65ys      5 ['web', 'email']         20
## 913        2017-08-05  61000   56-65ys      5 ['web', 'email']         20
## 914        2018-02-07  48000   18-25ys      5 ['web', 'email']         20
## 915        2016-11-02  60000   26-35ys      5 ['web', 'email']         20
## 916        2016-11-06  98000   56-65ys      5 ['web', 'email']         20
## 917        2018-04-22  71000   66-75ys      5 ['web', 'email']         20
## 918        2017-12-30  57000   56-65ys      5 ['web', 'email']         20
## 919        2016-03-23  31000   56-65ys      5 ['web', 'email']         20
## 920        2018-01-19  45000   26-35ys      5 ['web', 'email']         20
## 921        2017-12-26  70000   18-25ys      5 ['web', 'email']         20
## 922        2017-10-07 118000   66-75ys      5 ['web', 'email']         20
## 923        2018-02-13  54000   46-55ys      5 ['web', 'email']         20
## 924        2017-04-13  68000    > 86ys      5 ['web', 'email']         20
## 925        2017-06-01  83000   66-75ys      5 ['web', 'email']         20
## 926        2017-01-18  30000   46-55ys      5 ['web', 'email']         20
## 927        2017-02-09  45000   36-45ys      5 ['web', 'email']         20
## 928        2016-11-02  70000   56-65ys      5 ['web', 'email']         20
## 929        2017-10-20  59000   66-75ys      5 ['web', 'email']         20
## 930        2016-08-03 110000   66-75ys      5 ['web', 'email']         20
## 931        2013-10-06  90000   46-55ys      5 ['web', 'email']         20
## 932        2015-10-31  81000   56-65ys      5 ['web', 'email']         20
## 933        2014-02-14  52000   66-75ys      5 ['web', 'email']         20
## 934        2017-12-27  42000   46-55ys      5 ['web', 'email']         20
## 935        2017-08-21  49000   56-65ys      5 ['web', 'email']         20
## 936        2017-11-11 106000   66-75ys      5 ['web', 'email']         20
## 937        2015-08-05  41000   26-35ys      5 ['web', 'email']         20
## 938        2016-06-12  48000    > 86ys      5 ['web', 'email']         20
## 939        2018-04-16  43000   36-45ys      5 ['web', 'email']         20
## 940        2017-12-06  42000   26-35ys      5 ['web', 'email']         20
## 941        2017-09-24 113000   46-55ys      5 ['web', 'email']         20
## 942        2017-03-11 118000   76-85ys      5 ['web', 'email']         20
## 943        2018-01-25  55000   46-55ys      5 ['web', 'email']         20
## 944        2016-06-08  66000   76-85ys      5 ['web', 'email']         20
## 945        2015-09-26 119000   66-75ys      5 ['web', 'email']         20
## 946        2014-09-10  54000   66-75ys      5 ['web', 'email']         20
## 947        2016-02-09  91000   56-65ys      5 ['web', 'email']         20
## 948        2016-04-23  68000   46-55ys      5 ['web', 'email']         20
## 949        2017-09-03  56000   56-65ys      5 ['web', 'email']         20
## 950        2018-02-25  92000   66-75ys      5 ['web', 'email']         20
## 951        2017-08-31  74000   56-65ys      5 ['web', 'email']         20
## 952        2017-11-11  57000   36-45ys      5 ['web', 'email']         20
## 953        2017-01-03  78000   46-55ys      5 ['web', 'email']         20
## 954        2017-02-15  30000   36-45ys      5 ['web', 'email']         20
## 955        2018-07-15  60000   18-25ys      5 ['web', 'email']         20
## 956        2014-04-24  80000   56-65ys      5 ['web', 'email']         20
## 957        2017-09-18 108000   66-75ys      5 ['web', 'email']         20
## 958        2016-05-14  36000   18-25ys      5 ['web', 'email']         20
## 959        2015-07-06  79000   76-85ys      5 ['web', 'email']         20
## 960        2016-09-11  37000   26-35ys      5 ['web', 'email']         20
## 961        2017-12-05  81000   76-85ys      5 ['web', 'email']         20
## 962        2017-11-20  60000   36-45ys      5 ['web', 'email']         20
## 963        2017-08-07  41000   66-75ys      5 ['web', 'email']         20
## 964        2016-04-05  49000   46-55ys      5 ['web', 'email']         20
## 965        2015-12-28  80000   46-55ys      5 ['web', 'email']         20
## 966        2017-03-23  95000   76-85ys      5 ['web', 'email']         20
## 967        2018-03-17  83000   46-55ys      5 ['web', 'email']         20
## 968        2018-03-11  70000   18-25ys      5 ['web', 'email']         20
## 969        2016-06-30  92000   66-75ys      5 ['web', 'email']         20
## 970        2016-02-13  52000   56-65ys      5 ['web', 'email']         20
## 971        2017-12-03  34000   26-35ys      5 ['web', 'email']         20
## 972        2017-02-11  66000   36-45ys      5 ['web', 'email']         20
## 973        2017-07-27  53000   18-25ys      5 ['web', 'email']         20
## 974        2016-09-22  75000   36-45ys      5 ['web', 'email']         20
## 975        2017-06-28  60000   18-25ys      5 ['web', 'email']         20
## 976        2015-11-03  53000   18-25ys      5 ['web', 'email']         20
## 977        2016-01-20  75000   26-35ys      5 ['web', 'email']         20
## 978        2017-03-13  57000   56-65ys      5 ['web', 'email']         20
## 979        2016-12-20  46000   46-55ys      5 ['web', 'email']         20
## 980        2018-01-23  72000   56-65ys      5 ['web', 'email']         20
## 981        2017-06-28  60000   18-25ys      5 ['web', 'email']         20
## 982        2018-02-22  82000   66-75ys      5 ['web', 'email']         20
## 983        2016-09-29  66000   46-55ys      5 ['web', 'email']         20
## 984        2016-08-09  71000   46-55ys      5 ['web', 'email']         20
## 985        2017-10-13  48000   18-25ys      5 ['web', 'email']         20
## 986        2015-11-21  81000   46-55ys      5 ['web', 'email']         20
## 987        2017-07-26  87000   76-85ys      5 ['web', 'email']         20
## 988        2017-12-10  72000   36-45ys      5 ['web', 'email']         20
## 989        2018-01-08  72000   76-85ys      5 ['web', 'email']         20
## 990        2016-05-29 108000   66-75ys      5 ['web', 'email']         20
## 991        2018-07-13  57000   66-75ys      5 ['web', 'email']         20
## 992        2017-07-28  72000   76-85ys      5 ['web', 'email']         20
## 993        2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 994        2018-05-05  56000   26-35ys      5 ['web', 'email']         20
## 995        2018-06-14  43000   36-45ys      5 ['web', 'email']         20
## 996        2018-04-21  51000   56-65ys      5 ['web', 'email']         20
## 997        2018-05-16  84000   36-45ys      5 ['web', 'email']         20
## 998        2017-09-26  63000   36-45ys      5 ['web', 'email']         20
## 999        2016-06-20  89000   66-75ys      5 ['web', 'email']         20
## 1000       2016-12-30  97000   76-85ys      5 ['web', 'email']         20
## 1001       2017-02-23  73000   18-25ys      5 ['web', 'email']         20
## 1002       2017-06-22  82000   66-75ys      5 ['web', 'email']         20
## 1003       2017-02-17  77000   46-55ys      5 ['web', 'email']         20
## 1004       2014-07-08  67000   66-75ys      5 ['web', 'email']         20
## 1005       2015-09-07  84000   66-75ys      5 ['web', 'email']         20
## 1006       2016-11-29  85000   46-55ys      5 ['web', 'email']         20
## 1007       2017-03-10 107000   76-85ys      5 ['web', 'email']         20
## 1008       2018-07-26  70000   36-45ys      5 ['web', 'email']         20
## 1009       2015-08-24  52000   46-55ys      5 ['web', 'email']         20
## 1010       2017-08-05  50000   46-55ys      5 ['web', 'email']         20
## 1011       2017-08-19 116000   46-55ys      5 ['web', 'email']         20
## 1012       2015-10-18  38000   46-55ys      5 ['web', 'email']         20
## 1013       2016-04-03  32000   66-75ys      5 ['web', 'email']         20
## 1014       2016-05-06  98000   56-65ys      5 ['web', 'email']         20
## 1015       2016-08-30 119000   46-55ys      5 ['web', 'email']         20
## 1016       2018-01-24  97000   56-65ys      5 ['web', 'email']         20
## 1017       2015-04-07  70000   36-45ys      5 ['web', 'email']         20
## 1018       2017-05-19  48000   46-55ys      5 ['web', 'email']         20
## 1019       2015-09-30  81000   76-85ys      5 ['web', 'email']         20
## 1020       2017-10-14  71000   36-45ys      5 ['web', 'email']         20
## 1021       2018-01-19  60000   46-55ys      5 ['web', 'email']         20
## 1022       2018-05-08  92000   66-75ys      5 ['web', 'email']         20
## 1023       2017-11-14  41000   26-35ys      5 ['web', 'email']         20
## 1024       2014-04-26  51000   66-75ys      5 ['web', 'email']         20
## 1025       2017-11-07 106000   66-75ys      5 ['web', 'email']         20
## 1026       2016-04-12  69000   36-45ys      5 ['web', 'email']         20
## 1027       2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 1028       2016-10-14 105000   66-75ys      5 ['web', 'email']         20
## 1029       2017-06-03  72000   46-55ys      5 ['web', 'email']         20
## 1030       2016-12-31  95000   56-65ys      5 ['web', 'email']         20
## 1031       2016-09-16  53000   56-65ys      5 ['web', 'email']         20
## 1032       2017-10-09  65000   56-65ys      5 ['web', 'email']         20
## 1033       2018-01-23  97000   56-65ys      5 ['web', 'email']         20
## 1034       2018-01-18  85000   46-55ys      5 ['web', 'email']         20
## 1035       2018-07-11  38000   66-75ys      5 ['web', 'email']         20
## 1036       2015-12-16  77000   46-55ys      5 ['web', 'email']         20
## 1037       2017-11-29  66000   26-35ys      5 ['web', 'email']         20
## 1038       2016-11-14  74000   18-25ys      5 ['web', 'email']         20
## 1039       2016-04-07  63000   66-75ys      5 ['web', 'email']         20
## 1040       2016-06-01  59000   56-65ys      5 ['web', 'email']         20
## 1041       2016-07-31 107000   46-55ys      5 ['web', 'email']         20
## 1042       2016-05-31  75000   36-45ys      5 ['web', 'email']         20
## 1043       2018-03-18  55000   56-65ys      5 ['web', 'email']         20
## 1044       2016-06-10  73000   66-75ys      5 ['web', 'email']         20
## 1045       2015-07-30  87000   46-55ys      5 ['web', 'email']         20
## 1046       2014-01-27  73000   36-45ys      5 ['web', 'email']         20
## 1047       2015-12-10  93000   56-65ys      5 ['web', 'email']         20
## 1048       2015-03-05  92000   46-55ys      5 ['web', 'email']         20
## 1049       2018-06-05  88000   46-55ys      5 ['web', 'email']         20
## 1050       2018-02-07  36000   66-75ys      5 ['web', 'email']         20
## 1051       2017-11-14  68000   46-55ys      5 ['web', 'email']         20
## 1052       2014-07-06  45000   56-65ys      5 ['web', 'email']         20
## 1053       2017-09-22  84000   56-65ys      5 ['web', 'email']         20
## 1054       2018-07-15  60000   18-25ys      5 ['web', 'email']         20
## 1055       2018-02-11  73000   18-25ys      5 ['web', 'email']         20
## 1056       2016-09-28 102000   76-85ys      5 ['web', 'email']         20
## 1057       2016-05-02  50000   36-45ys      5 ['web', 'email']         20
## 1058       2017-04-01  97000   46-55ys      5 ['web', 'email']         20
## 1059       2017-08-11  35000   46-55ys      5 ['web', 'email']         20
## 1060       2018-05-27  66000   56-65ys      5 ['web', 'email']         20
## 1061       2016-12-16  43000   56-65ys      5 ['web', 'email']         20
## 1062       2015-02-26  68000    > 86ys      5 ['web', 'email']         20
## 1063       2017-08-29  67000   56-65ys      5 ['web', 'email']         20
## 1064       2017-04-30  73000   76-85ys      5 ['web', 'email']         20
## 1065       2017-12-27  60000   56-65ys      5 ['web', 'email']         20
## 1066       2018-06-26  33000   26-35ys      5 ['web', 'email']         20
## 1067       2017-11-12  56000   26-35ys      5 ['web', 'email']         20
## 1068       2016-01-03  82000   56-65ys      5 ['web', 'email']         20
## 1069       2016-05-20 100000   66-75ys      5 ['web', 'email']         20
## 1070       2017-02-20  94000   56-65ys      5 ['web', 'email']         20
## 1071       2015-11-26  47000   26-35ys      5 ['web', 'email']         20
## 1072       2017-10-14 103000   46-55ys      5 ['web', 'email']         20
## 1073       2015-10-07  66000   76-85ys      5 ['web', 'email']         20
## 1074       2017-09-12  77000   56-65ys      5 ['web', 'email']         20
## 1075       2018-04-14  64000   56-65ys      5 ['web', 'email']         20
## 1076       2016-11-24  74000   18-25ys      5 ['web', 'email']         20
## 1077       2017-08-06  37000   26-35ys      5 ['web', 'email']         20
## 1078       2017-10-14 103000   46-55ys      5 ['web', 'email']         20
## 1079       2017-07-12  44000   56-65ys      5 ['web', 'email']         20
## 1080       2016-05-29  55000   46-55ys      5 ['web', 'email']         20
## 1081       2018-03-16  52000   26-35ys      5 ['web', 'email']         20
## 1082       2017-04-13  72000   66-75ys      5 ['web', 'email']         20
## 1083       2016-08-07  55000   66-75ys      5 ['web', 'email']         20
## 1084       2017-11-19  86000   56-65ys      5 ['web', 'email']         20
## 1085       2018-02-14  66000   56-65ys      5 ['web', 'email']         20
## 1086       2016-01-16  86000   56-65ys      5 ['web', 'email']         20
## 1087       2016-02-25  59000   26-35ys      5 ['web', 'email']         20
## 1088       2016-08-28  66000   46-55ys      5 ['web', 'email']         20
## 1089       2017-11-18  50000   36-45ys      5 ['web', 'email']         20
## 1090       2017-09-26  33000   56-65ys      5 ['web', 'email']         20
## 1091       2016-12-27  68000   56-65ys      5 ['web', 'email']         20
## 1092       2017-12-20  64000   36-45ys      5 ['web', 'email']         20
## 1093       2018-01-24  75000   66-75ys      5 ['web', 'email']         20
## 1094       2017-10-05  33000   76-85ys      5 ['web', 'email']         20
## 1095       2017-07-08  36000   46-55ys      5 ['web', 'email']         20
## 1096       2017-09-20  58000   46-55ys      5 ['web', 'email']         20
## 1097       2018-01-24  75000   66-75ys      5 ['web', 'email']         20
## 1098       2017-06-30  79000   66-75ys      5 ['web', 'email']         20
## 1099       2017-06-12  62000   56-65ys      5 ['web', 'email']         20
## 1100       2017-08-11  65000   56-65ys      5 ['web', 'email']         20
## 1101       2018-04-22  52000   56-65ys      5 ['web', 'email']         20
## 1102       2018-05-19  77000   66-75ys      5 ['web', 'email']         20
## 1103       2016-03-17  53000   26-35ys      5 ['web', 'email']         20
## 1104       2014-11-14  55000   36-45ys      5 ['web', 'email']         20
## 1105       2016-09-25  93000   66-75ys      5 ['web', 'email']         20
## 1106       2017-02-22  71000   66-75ys      5 ['web', 'email']         20
## 1107       2018-07-19  74000    > 86ys      5 ['web', 'email']         20
## 1108       2016-11-05  93000   56-65ys      5 ['web', 'email']         20
## 1109       2017-12-24  58000   46-55ys      5 ['web', 'email']         20
## 1110       2017-06-30  39000   46-55ys      5 ['web', 'email']         20
## 1111       2016-01-15 106000   46-55ys      5 ['web', 'email']         20
## 1112       2018-04-27  71000   46-55ys      5 ['web', 'email']         20
## 1113       2015-08-09  75000   76-85ys      5 ['web', 'email']         20
## 1114       2018-02-23  60000   26-35ys      5 ['web', 'email']         20
## 1115       2018-07-02  47000   36-45ys      5 ['web', 'email']         20
## 1116       2017-03-10  79000   66-75ys      5 ['web', 'email']         20
## 1117       2017-06-04  56000   76-85ys      5 ['web', 'email']         20
## 1118       2016-07-10  63000   46-55ys      5 ['web', 'email']         20
## 1119       2017-12-07  59000   56-65ys      5 ['web', 'email']         20
## 1120       2016-12-27  81000   46-55ys      5 ['web', 'email']         20
## 1121       2018-07-18  51000   56-65ys      5 ['web', 'email']         20
## 1122       2017-07-28  72000   76-85ys      5 ['web', 'email']         20
## 1123       2018-02-25  85000   66-75ys      5 ['web', 'email']         20
## 1124       2017-08-11  32000   66-75ys      5 ['web', 'email']         20
## 1125       2016-08-29 107000   66-75ys      5 ['web', 'email']         20
## 1126       2016-04-06  95000   66-75ys      5 ['web', 'email']         20
## 1127       2018-02-02  55000   36-45ys      5 ['web', 'email']         20
## 1128       2015-08-24  83000   66-75ys      5 ['web', 'email']         20
## 1129       2018-02-07  67000   76-85ys      5 ['web', 'email']         20
## 1130       2016-04-22  88000   66-75ys      5 ['web', 'email']         20
## 1131       2016-03-18  65000   56-65ys      5 ['web', 'email']         20
## 1132       2017-07-10  69000   56-65ys      5 ['web', 'email']         20
## 1133       2016-06-24  95000   36-45ys      5 ['web', 'email']         20
## 1134       2015-12-14  76000   66-75ys      5 ['web', 'email']         20
## 1135       2017-09-23  35000   56-65ys      5 ['web', 'email']         20
## 1136       2015-07-29  88000   76-85ys      5 ['web', 'email']         20
## 1137       2017-06-03  87000   36-45ys      5 ['web', 'email']         20
## 1138       2018-01-26  53000   36-45ys      5 ['web', 'email']         20
## 1139       2017-12-03  37000   36-45ys      5 ['web', 'email']         20
## 1140       2015-12-11  79000   66-75ys      5 ['web', 'email']         20
## 1141       2018-05-22  42000   26-35ys      5 ['web', 'email']         20
## 1142       2017-10-30  51000   46-55ys      5 ['web', 'email']         20
## 1143       2016-03-07  34000   56-65ys      5 ['web', 'email']         20
## 1144       2016-12-19 108000   66-75ys      5 ['web', 'email']         20
## 1145       2016-11-14  37000   76-85ys      5 ['web', 'email']         20
## 1146       2016-03-16  70000   46-55ys      5 ['web', 'email']         20
## 1147       2018-05-31  54000   46-55ys      5 ['web', 'email']         20
## 1148       2018-03-27  74000   56-65ys      5 ['web', 'email']         20
## 1149       2018-01-26  99000   66-75ys      5 ['web', 'email']         20
## 1150       2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 1151       2016-05-25  35000   66-75ys      5 ['web', 'email']         20
## 1152       2017-09-09  90000   26-35ys      5 ['web', 'email']         20
## 1153       2017-07-29  72000   18-25ys      5 ['web', 'email']         20
## 1154       2017-10-19  81000   46-55ys      5 ['web', 'email']         20
## 1155       2018-01-22  63000   56-65ys      5 ['web', 'email']         20
## 1156       2018-07-26  33000   26-35ys      5 ['web', 'email']         20
## 1157       2015-08-15  61000   18-25ys      5 ['web', 'email']         20
## 1158       2018-06-13  76000   56-65ys      5 ['web', 'email']         20
## 1159       2018-07-26  74000   36-45ys      5 ['web', 'email']         20
## 1160       2017-09-12  81000   56-65ys      5 ['web', 'email']         20
## 1161       2017-01-22  64000   26-35ys      5 ['web', 'email']         20
## 1162       2017-10-03  48000   18-25ys      5 ['web', 'email']         20
## 1163       2014-09-22  99000   56-65ys      5 ['web', 'email']         20
## 1164       2017-01-10  56000   76-85ys      5 ['web', 'email']         20
## 1165       2015-05-07  48000   46-55ys      5 ['web', 'email']         20
## 1166       2018-07-11  38000   66-75ys      5 ['web', 'email']         20
## 1167       2018-02-05  53000   36-45ys      5 ['web', 'email']         20
## 1168       2018-01-02  71000   76-85ys      5 ['web', 'email']         20
## 1169       2016-05-02  50000   36-45ys      5 ['web', 'email']         20
## 1170       2015-09-04  74000   46-55ys      5 ['web', 'email']         20
## 1171       2015-08-09  85000   46-55ys      5 ['web', 'email']         20
## 1172       2016-03-03  90000   46-55ys      5 ['web', 'email']         20
## 1173       2018-06-07  44000   36-45ys      5 ['web', 'email']         20
## 1174       2017-10-10  77000   36-45ys      5 ['web', 'email']         20
## 1175       2014-07-17  53000   18-25ys      5 ['web', 'email']         20
## 1176       2018-06-05  88000   46-55ys      5 ['web', 'email']         20
## 1177       2017-02-26  82000   66-75ys      5 ['web', 'email']         20
## 1178       2017-08-25  70000   46-55ys      5 ['web', 'email']         20
## 1179       2015-12-31  99000   76-85ys      5 ['web', 'email']         20
## 1180       2016-04-07  63000   66-75ys      5 ['web', 'email']         20
## 1181       2016-07-20  75000   66-75ys      5 ['web', 'email']         20
## 1182       2016-04-11  78000   76-85ys      5 ['web', 'email']         20
## 1183       2018-01-30  67000   46-55ys      5 ['web', 'email']         20
## 1184       2016-11-17  37000   26-35ys      5 ['web', 'email']         20
## 1185       2015-10-25  60000   46-55ys      5 ['web', 'email']         20
## 1186       2017-02-05  87000   36-45ys      5 ['web', 'email']         20
## 1187       2017-01-12  97000   46-55ys      5 ['web', 'email']         20
## 1188       2017-06-18  74000   56-65ys      5 ['web', 'email']         20
## 1189       2017-01-12  97000   46-55ys      5 ['web', 'email']         20
## 1190       2016-09-11  37000   26-35ys      5 ['web', 'email']         20
## 1191       2017-11-08  51000   66-75ys      5 ['web', 'email']         20
## 1192       2017-08-18  41000   36-45ys      5 ['web', 'email']         20
## 1193       2017-10-23  47000   66-75ys      5 ['web', 'email']         20
## 1194       2018-06-06  76000   46-55ys      5 ['web', 'email']         20
## 1195       2018-05-21  54000   36-45ys      5 ['web', 'email']         20
## 1196       2017-08-11  72000   18-25ys      5 ['web', 'email']         20
## 1197       2016-05-16  66000   36-45ys      5 ['web', 'email']         20
## 1198       2017-02-27  72000   56-65ys      5 ['web', 'email']         20
## 1199       2017-11-28  74000   46-55ys      5 ['web', 'email']         20
## 1200       2017-11-11  57000   36-45ys      5 ['web', 'email']         20
## 1201       2016-03-25  68000   66-75ys      5 ['web', 'email']         20
## 1202       2018-07-04  46000   56-65ys      5 ['web', 'email']         20
## 1203       2018-03-22  56000   18-25ys      5 ['web', 'email']         20
## 1204       2015-10-08  40000   66-75ys      5 ['web', 'email']         20
## 1205       2017-12-10  65000   46-55ys      5 ['web', 'email']         20
## 1206       2014-04-24  80000   56-65ys      5 ['web', 'email']         20
## 1207       2015-12-17  57000   56-65ys      5 ['web', 'email']         20
## 1208       2016-07-12  91000   56-65ys      5 ['web', 'email']         20
## 1209       2018-06-06  70000   46-55ys      5 ['web', 'email']         20
## 1210       2018-03-18  52000   56-65ys      5 ['web', 'email']         20
## 1211       2018-02-01  91000   36-45ys      5 ['web', 'email']         20
## 1212       2015-09-05  57000   46-55ys      5 ['web', 'email']         20
## 1213       2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 1214       2018-01-07  65000   18-25ys      5 ['web', 'email']         20
## 1215       2018-07-18  62000   26-35ys      5 ['web', 'email']         20
## 1216       2015-11-06  79000   46-55ys      5 ['web', 'email']         20
## 1217       2014-04-15  92000   46-55ys      5 ['web', 'email']         20
## 1218       2016-09-05  66000   46-55ys      5 ['web', 'email']         20
## 1219       2018-05-29  88000    > 86ys      5 ['web', 'email']         20
## 1220       2018-01-24  85000   56-65ys      5 ['web', 'email']         20
## 1221       2017-01-12  76000   56-65ys      5 ['web', 'email']         20
## 1222       2016-09-24  39000   66-75ys      5 ['web', 'email']         20
## 1223       2017-11-19  64000   76-85ys      5 ['web', 'email']         20
## 1224       2016-12-23  87000   76-85ys      5 ['web', 'email']         20
## 1225       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 1226       2017-02-23  58000   56-65ys      5 ['web', 'email']         20
## 1227       2018-04-24  35000   26-35ys      5 ['web', 'email']         20
## 1228       2016-11-28  38000   66-75ys      5 ['web', 'email']         20
## 1229       2016-09-14 117000   56-65ys      5 ['web', 'email']         20
## 1230       2018-03-17  55000   18-25ys      5 ['web', 'email']         20
## 1231       2018-04-14  61000   66-75ys      5 ['web', 'email']         20
## 1232       2018-01-07  91000   46-55ys      5 ['web', 'email']         20
## 1233       2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 1234       2015-11-21  81000   46-55ys      5 ['web', 'email']         20
## 1235       2015-12-23  64000   46-55ys      5 ['web', 'email']         20
## 1236       2017-08-15  86000   56-65ys      5 ['web', 'email']         20
## 1237       2015-08-24  83000   66-75ys      5 ['web', 'email']         20
## 1238       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 1239       2015-04-23  34000   66-75ys      5 ['web', 'email']         20
## 1240       2017-10-01  73000   46-55ys      5 ['web', 'email']         20
## 1241       2015-09-03  84000   56-65ys      5 ['web', 'email']         20
## 1242       2016-02-11  71000   56-65ys      5 ['web', 'email']         20
## 1243       2017-08-31  59000   26-35ys      5 ['web', 'email']         20
## 1244       2017-03-11  82000   46-55ys      5 ['web', 'email']         20
## 1245       2017-02-26  72000   66-75ys      5 ['web', 'email']         20
## 1246       2016-08-11  90000   56-65ys      5 ['web', 'email']         20
## 1247       2016-08-19  96000   56-65ys      5 ['web', 'email']         20
## 1248       2017-11-16  71000   36-45ys      5 ['web', 'email']         20
## 1249       2016-05-26  80000   66-75ys      5 ['web', 'email']         20
## 1250       2015-09-07  84000   66-75ys      5 ['web', 'email']         20
## 1251       2016-08-20  52000   66-75ys      5 ['web', 'email']         20
## 1252       2018-06-30  36000   46-55ys      5 ['web', 'email']         20
## 1253       2013-10-03  36000   56-65ys      5 ['web', 'email']         20
## 1254       2016-06-04  81000   76-85ys      5 ['web', 'email']         20
## 1255       2017-03-11  82000   46-55ys      5 ['web', 'email']         20
## 1256       2018-07-08  51000   46-55ys      5 ['web', 'email']         20
## 1257       2016-03-06  54000   66-75ys      5 ['web', 'email']         20
## 1258       2018-06-27  62000   46-55ys      5 ['web', 'email']         20
## 1259       2017-06-22  82000   66-75ys      5 ['web', 'email']         20
## 1260       2018-01-12  99000   66-75ys      5 ['web', 'email']         20
## 1261       2016-10-31  72000   56-65ys      5 ['web', 'email']         20
## 1262       2016-10-22  85000    > 86ys      5 ['web', 'email']         20
## 1263       2018-01-12  99000   66-75ys      5 ['web', 'email']         20
## 1264       2016-06-09  74000    > 86ys      5 ['web', 'email']         20
## 1265       2016-02-10  45000   36-45ys      5 ['web', 'email']         20
## 1266       2015-09-23  76000   46-55ys      5 ['web', 'email']         20
## 1267       2017-10-14  74000   76-85ys      5 ['web', 'email']         20
## 1268       2017-11-07 106000   66-75ys      5 ['web', 'email']         20
## 1269       2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 1270       2018-07-26  33000   26-35ys      5 ['web', 'email']         20
## 1271       2018-01-13  42000   36-45ys      5 ['web', 'email']         20
## 1272       2017-09-30  64000   56-65ys      5 ['web', 'email']         20
## 1273       2017-07-04  64000   66-75ys      5 ['web', 'email']         20
## 1274       2016-06-27  90000    > 86ys      5 ['web', 'email']         20
## 1275       2015-08-29  86000    > 86ys      5 ['web', 'email']         20
## 1276       2017-09-09  96000   36-45ys      5 ['web', 'email']         20
## 1277       2017-09-09  96000   36-45ys      5 ['web', 'email']         20
## 1278       2018-03-27  74000   56-65ys      5 ['web', 'email']         20
## 1279       2018-07-26  32000   76-85ys      5 ['web', 'email']         20
## 1280       2018-06-28  67000   18-25ys      5 ['web', 'email']         20
## 1281       2016-11-02  60000   26-35ys      5 ['web', 'email']         20
## 1282       2017-11-25  71000   66-75ys      5 ['web', 'email']         20
## 1283       2017-09-12  81000   56-65ys      5 ['web', 'email']         20
## 1284       2017-11-08  70000   46-55ys      5 ['web', 'email']         20
## 1285       2014-11-30  77000    > 86ys      5 ['web', 'email']         20
## 1286       2018-01-17  31000   36-45ys      5 ['web', 'email']         20
## 1287       2016-05-24  74000   56-65ys      5 ['web', 'email']         20
## 1288       2018-04-23  47000   36-45ys      5 ['web', 'email']         20
## 1289       2015-07-30  87000   46-55ys      5 ['web', 'email']         20
## 1290       2018-04-13  58000   46-55ys      5 ['web', 'email']         20
## 1291       2017-11-01  87000   66-75ys      5 ['web', 'email']         20
## 1292       2018-03-09  33000   36-45ys      5 ['web', 'email']         20
## 1293       2016-12-05  46000   36-45ys      5 ['web', 'email']         20
## 1294       2013-12-12  53000   46-55ys      5 ['web', 'email']         20
## 1295       2018-05-19  74000   36-45ys      5 ['web', 'email']         20
## 1296       2017-02-02  92000   76-85ys      5 ['web', 'email']         20
## 1297       2015-10-31  81000   56-65ys      5 ['web', 'email']         20
## 1298       2018-02-26  35000   66-75ys      5 ['web', 'email']         20
## 1299       2017-07-02  90000   46-55ys      5 ['web', 'email']         20
## 1300       2018-04-10  57000   56-65ys      5 ['web', 'email']         20
## 1301       2015-12-20  93000   56-65ys      5 ['web', 'email']         20
## 1302       2016-11-02  70000   56-65ys      5 ['web', 'email']         20
## 1303       2015-08-15  61000   18-25ys      5 ['web', 'email']         20
## 1304       2017-09-11  43000   66-75ys      5 ['web', 'email']         20
## 1305       2016-03-21  76000    > 86ys      5 ['web', 'email']         20
## 1306       2015-08-03  45000   46-55ys      5 ['web', 'email']         20
## 1307       2018-03-29  55000   18-25ys      5 ['web', 'email']         20
## 1308       2017-11-27  42000   66-75ys      5 ['web', 'email']         20
## 1309       2017-09-11  83000   56-65ys      5 ['web', 'email']         20
## 1310       2017-01-02  84000   66-75ys      5 ['web', 'email']         20
## 1311       2015-01-01  74000   46-55ys      5 ['web', 'email']         20
## 1312       2016-06-18 117000    > 86ys      5 ['web', 'email']         20
## 1313       2017-11-29  52000   46-55ys      5 ['web', 'email']         20
## 1314       2015-09-21 112000   46-55ys      5 ['web', 'email']         20
## 1315       2017-06-26  72000   26-35ys      5 ['web', 'email']         20
## 1316       2017-06-30  79000   66-75ys      5 ['web', 'email']         20
## 1317       2018-06-04  61000   46-55ys      5 ['web', 'email']         20
## 1318       2014-05-01  42000   18-25ys      5 ['web', 'email']         20
## 1319       2017-08-31  50000   18-25ys      5 ['web', 'email']         20
## 1320       2017-09-21  46000   18-25ys      5 ['web', 'email']         20
## 1321       2016-08-28  62000   66-75ys      5 ['web', 'email']         20
## 1322       2018-01-03  80000   66-75ys      5 ['web', 'email']         20
## 1323       2017-09-21  74000   18-25ys      5 ['web', 'email']         20
## 1324       2017-09-14  73000   56-65ys      5 ['web', 'email']         20
## 1325       2017-11-02  89000   36-45ys      5 ['web', 'email']         20
## 1326       2016-02-26  65000   66-75ys      5 ['web', 'email']         20
## 1327       2017-12-06  63000   46-55ys      5 ['web', 'email']         20
## 1328       2017-06-14  69000   46-55ys      5 ['web', 'email']         20
## 1329       2017-04-24  82000   36-45ys      5 ['web', 'email']         20
## 1330       2017-12-08  74000   66-75ys      5 ['web', 'email']         20
## 1331       2018-02-15  51000   46-55ys      5 ['web', 'email']         20
## 1332       2017-12-25  50000   26-35ys      5 ['web', 'email']         20
## 1333       2017-11-08  77000   56-65ys      5 ['web', 'email']         20
## 1334       2017-06-24  73000   56-65ys      5 ['web', 'email']         20
## 1335       2018-03-12  69000   36-45ys      5 ['web', 'email']         20
## 1336       2018-04-29  53000   26-35ys      5 ['web', 'email']         20
## 1337       2016-06-17  63000   36-45ys      5 ['web', 'email']         20
## 1338       2018-05-22  49000   46-55ys      5 ['web', 'email']         20
## 1339       2014-05-27  51000   36-45ys      5 ['web', 'email']         20
## 1340       2018-05-30  79000   36-45ys      5 ['web', 'email']         20
## 1341       2017-10-25  55000   46-55ys      5 ['web', 'email']         20
## 1342       2018-07-04  39000   36-45ys      5 ['web', 'email']         20
## 1343       2017-01-10  55000   46-55ys      5 ['web', 'email']         20
## 1344       2016-03-23  60000   46-55ys      5 ['web', 'email']         20
## 1345       2017-08-07  73000   56-65ys      5 ['web', 'email']         20
## 1346       2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 1347       2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 1348       2017-07-07  89000    > 86ys      5 ['web', 'email']         20
## 1349       2017-01-10  55000   46-55ys      5 ['web', 'email']         20
## 1350       2018-03-03 100000   46-55ys      5 ['web', 'email']         20
## 1351       2015-09-02  48000   56-65ys      5 ['web', 'email']         20
## 1352       2017-07-08  42000   76-85ys      5 ['web', 'email']         20
## 1353       2016-06-21  35000   18-25ys      5 ['web', 'email']         20
## 1354       2015-12-30  83000   46-55ys      5 ['web', 'email']         20
## 1355       2015-12-29  57000   56-65ys      5 ['web', 'email']         20
## 1356       2018-03-19  78000   66-75ys      5 ['web', 'email']         20
## 1357       2018-05-02  50000   76-85ys      5 ['web', 'email']         20
## 1358       2016-02-19  80000   76-85ys      5 ['web', 'email']         20
## 1359       2018-05-16  84000   36-45ys      5 ['web', 'email']         20
## 1360       2018-04-24  35000   26-35ys      5 ['web', 'email']         20
## 1361       2017-09-15  48000   26-35ys      5 ['web', 'email']         20
## 1362       2016-10-21  97000   36-45ys      5 ['web', 'email']         20
## 1363       2018-07-13  57000   66-75ys      5 ['web', 'email']         20
## 1364       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 1365       2015-12-28 101000   76-85ys      5 ['web', 'email']         20
## 1366       2016-01-23 115000   56-65ys      5 ['web', 'email']         20
## 1367       2018-01-25  77000   76-85ys      5 ['web', 'email']         20
## 1368       2016-04-19  60000   46-55ys      5 ['web', 'email']         20
## 1369       2017-11-26  50000   66-75ys      5 ['web', 'email']         20
## 1370       2016-03-16  79000   56-65ys      5 ['web', 'email']         20
## 1371       2016-09-24  55000   66-75ys      5 ['web', 'email']         20
## 1372       2017-05-28  98000   66-75ys      5 ['web', 'email']         20
## 1373       2017-12-13  71000   56-65ys      5 ['web', 'email']         20
## 1374       2017-04-05  71000   46-55ys      5 ['web', 'email']         20
## 1375       2015-10-30  70000   56-65ys      5 ['web', 'email']         20
## 1376       2017-08-23  73000   26-35ys      5 ['web', 'email']         20
## 1377       2017-10-09  65000   56-65ys      5 ['web', 'email']         20
## 1378       2015-12-29  38000   18-25ys      5 ['web', 'email']         20
## 1379       2016-01-24  40000   76-85ys      5 ['web', 'email']         20
## 1380       2016-03-16  79000   56-65ys      5 ['web', 'email']         20
## 1381       2015-09-13  58000   36-45ys      5 ['web', 'email']         20
## 1382       2015-11-21  64000   36-45ys      5 ['web', 'email']         20
## 1383       2017-08-12  62000   56-65ys      5 ['web', 'email']         20
## 1384       2017-12-13 111000   56-65ys      5 ['web', 'email']         20
## 1385       2017-11-23 103000   76-85ys      5 ['web', 'email']         20
## 1386       2016-12-22  72000   46-55ys      5 ['web', 'email']         20
## 1387       2017-08-06  81000   36-45ys      5 ['web', 'email']         20
## 1388       2015-10-20 101000   66-75ys      5 ['web', 'email']         20
## 1389       2017-11-13  52000   56-65ys      5 ['web', 'email']         20
## 1390       2017-02-02  57000   46-55ys      5 ['web', 'email']         20
## 1391       2018-04-23  54000   18-25ys      5 ['web', 'email']         20
## 1392       2016-07-13  83000   56-65ys      5 ['web', 'email']         20
## 1393       2017-04-08  35000   56-65ys      5 ['web', 'email']         20
## 1394       2018-03-13  42000   56-65ys      5 ['web', 'email']         20
## 1395       2017-09-14  73000    > 86ys      5 ['web', 'email']         20
## 1396       2017-02-02  57000   46-55ys      5 ['web', 'email']         20
## 1397       2016-10-01  61000   56-65ys      5 ['web', 'email']         20
## 1398       2018-01-18  85000   46-55ys      5 ['web', 'email']         20
## 1399       2018-01-24  31000   36-45ys      5 ['web', 'email']         20
## 1400       2016-05-24  71000   36-45ys      5 ['web', 'email']         20
## 1401       2017-06-26  52000   46-55ys      5 ['web', 'email']         20
## 1402       2015-12-10  82000   56-65ys      5 ['web', 'email']         20
## 1403       2016-05-29  42000   56-65ys      5 ['web', 'email']         20
## 1404       2017-04-05  95000   66-75ys      5 ['web', 'email']         20
## 1405       2017-01-21 117000   46-55ys      5 ['web', 'email']         20
## 1406       2018-05-01  63000    > 86ys      5 ['web', 'email']         20
## 1407       2017-08-21  31000   26-35ys      5 ['web', 'email']         20
## 1408       2017-01-26  73000   46-55ys      5 ['web', 'email']         20
## 1409       2018-05-19  74000   36-45ys      5 ['web', 'email']         20
## 1410       2014-03-12  68000   46-55ys      5 ['web', 'email']         20
## 1411       2016-02-10  36000   66-75ys      5 ['web', 'email']         20
## 1412       2018-02-20  52000   18-25ys      5 ['web', 'email']         20
## 1413       2018-06-05  88000   46-55ys      5 ['web', 'email']         20
## 1414       2017-10-31  87000    > 86ys      5 ['web', 'email']         20
## 1415       2018-06-05  88000   46-55ys      5 ['web', 'email']         20
## 1416       2016-05-11  55000   46-55ys      5 ['web', 'email']         20
## 1417       2017-07-02  56000   46-55ys      5 ['web', 'email']         20
## 1418       2016-07-29  93000   56-65ys      5 ['web', 'email']         20
## 1419       2016-03-16  72000   76-85ys      5 ['web', 'email']         20
## 1420       2017-09-14  97000   56-65ys      5 ['web', 'email']         20
## 1421       2018-06-08  48000   36-45ys      5 ['web', 'email']         20
## 1422       2016-07-02  73000   56-65ys      5 ['web', 'email']         20
## 1423       2017-12-14  36000   26-35ys      5 ['web', 'email']         20
## 1424       2018-02-16  83000   56-65ys      5 ['web', 'email']         20
## 1425       2017-11-27  58000   26-35ys      5 ['web', 'email']         20
## 1426       2016-10-06  56000   46-55ys      5 ['web', 'email']         20
## 1427       2015-08-26  70000   46-55ys      5 ['web', 'email']         20
## 1428       2016-03-06  68000   46-55ys      5 ['web', 'email']         20
## 1429       2015-04-20  74000   26-35ys      5 ['web', 'email']         20
## 1430       2018-01-30  67000   46-55ys      5 ['web', 'email']         20
## 1431       2015-08-08  63000   56-65ys      5 ['web', 'email']         20
## 1432       2016-12-14  90000   66-75ys      5 ['web', 'email']         20
## 1433       2017-12-28  76000   36-45ys      5 ['web', 'email']         20
## 1434       2017-11-01  42000   46-55ys      5 ['web', 'email']         20
## 1435       2018-06-04  58000   56-65ys      5 ['web', 'email']         20
## 1436       2016-04-20  67000   56-65ys      5 ['web', 'email']         20
## 1437       2017-09-08  64000   66-75ys      5 ['web', 'email']         20
## 1438       2018-05-08  51000   18-25ys      5 ['web', 'email']         20
## 1439       2015-10-30  74000   66-75ys      5 ['web', 'email']         20
## 1440       2016-01-19 113000   56-65ys      5 ['web', 'email']         20
## 1441       2017-10-26  42000   56-65ys      5 ['web', 'email']         20
## 1442       2018-01-13  59000   46-55ys      5 ['web', 'email']         20
## 1443       2018-01-02  72000   26-35ys      5 ['web', 'email']         20
## 1444       2018-02-26  58000   56-65ys      5 ['web', 'email']         20
## 1445       2016-05-29  55000   46-55ys      5 ['web', 'email']         20
## 1446       2017-09-20  58000   46-55ys      5 ['web', 'email']         20
## 1447       2015-11-21  41000   46-55ys      5 ['web', 'email']         20
## 1448       2016-03-25  88000   46-55ys      5 ['web', 'email']         20
## 1449       2016-05-04  71000   36-45ys      5 ['web', 'email']         20
## 1450       2017-11-04  91000   66-75ys      5 ['web', 'email']         20
## 1451       2016-01-15  97000   46-55ys      5 ['web', 'email']         20
## 1452       2016-04-02  77000   46-55ys      5 ['web', 'email']         20
## 1453       2017-11-04  91000   66-75ys      5 ['web', 'email']         20
## 1454       2016-06-20  58000   66-75ys      5 ['web', 'email']         20
## 1455       2016-02-07  84000   66-75ys      5 ['web', 'email']         20
## 1456       2018-03-16  80000   56-65ys      5 ['web', 'email']         20
## 1457       2013-10-03  36000   18-25ys      5 ['web', 'email']         20
## 1458       2018-04-27  74000   46-55ys      5 ['web', 'email']         20
## 1459       2017-10-10  70000   56-65ys      5 ['web', 'email']         20
## 1460       2017-08-04  52000   66-75ys      5 ['web', 'email']         20
## 1461       2018-03-27  99000   56-65ys      5 ['web', 'email']         20
## 1462       2014-10-04  50000   36-45ys      5 ['web', 'email']         20
## 1463       2014-01-08  60000   76-85ys      5 ['web', 'email']         20
## 1464       2018-02-22  74000   46-55ys      5 ['web', 'email']         20
## 1465       2016-12-17  31000   36-45ys      5 ['web', 'email']         20
## 1466       2018-01-08  58000   66-75ys      5 ['web', 'email']         20
## 1467       2017-08-17  63000   46-55ys      5 ['web', 'email']         20
## 1468       2017-11-21  75000   66-75ys      5 ['web', 'email']         20
## 1469       2018-02-20 104000   66-75ys      5 ['web', 'email']         20
## 1470       2017-03-05  68000   56-65ys      5 ['web', 'email']         20
## 1471       2017-12-18  57000   66-75ys      5 ['web', 'email']         20
## 1472       2017-08-17  44000   18-25ys      5 ['web', 'email']         20
## 1473       2017-03-23  43000   46-55ys      5 ['web', 'email']         20
## 1474       2017-12-14 102000   46-55ys      5 ['web', 'email']         20
## 1475       2015-12-29  73000   56-65ys      5 ['web', 'email']         20
## 1476       2016-11-20  82000   56-65ys      5 ['web', 'email']         20
## 1477       2017-11-29  70000   36-45ys      5 ['web', 'email']         20
## 1478       2018-04-17  72000   46-55ys      5 ['web', 'email']         20
## 1479       2017-08-21  79000   66-75ys      5 ['web', 'email']         20
## 1480       2014-07-20  44000   76-85ys      5 ['web', 'email']         20
## 1481       2017-07-26  37000   36-45ys      5 ['web', 'email']         20
## 1482       2017-10-24  32000   56-65ys      5 ['web', 'email']         20
## 1483       2018-01-11  62000   56-65ys      5 ['web', 'email']         20
## 1484       2015-10-02  61000   76-85ys      5 ['web', 'email']         20
## 1485       2018-05-11  70000   26-35ys      5 ['web', 'email']         20
## 1486       2015-09-20  53000   46-55ys      5 ['web', 'email']         20
## 1487       2018-05-16  84000   36-45ys      5 ['web', 'email']         20
## 1488       2017-12-31  66000   66-75ys      5 ['web', 'email']         20
## 1489       2017-04-04  74000   66-75ys      5 ['web', 'email']         20
## 1490       2013-08-24  40000   56-65ys      5 ['web', 'email']         20
## 1491       2017-11-09  55000   36-45ys      5 ['web', 'email']         20
## 1492       2017-01-12  40000   18-25ys      5 ['web', 'email']         20
## 1493       2015-08-31  51000   18-25ys      5 ['web', 'email']         20
## 1494       2015-02-26  59000   18-25ys      5 ['web', 'email']         20
## 1495       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 1496       2018-06-12  81000   76-85ys      5 ['web', 'email']         20
## 1497       2016-08-06  90000   56-65ys      5 ['web', 'email']         20
## 1498       2013-08-06  69000   66-75ys      5 ['web', 'email']         20
## 1499       2015-06-20  69000   56-65ys      5 ['web', 'email']         20
## 1500       2018-02-07  67000   76-85ys      5 ['web', 'email']         20
## 1501       2014-03-04  40000   56-65ys      5 ['web', 'email']         20
## 1502       2017-12-29  81000   66-75ys      5 ['web', 'email']         20
## 1503       2016-04-24  30000   26-35ys      5 ['web', 'email']         20
## 1504       2017-08-10  88000   46-55ys      5 ['web', 'email']         20
## 1505       2018-06-04  46000   26-35ys      5 ['web', 'email']         20
## 1506       2017-09-29  99000   56-65ys      5 ['web', 'email']         20
## 1507       2017-11-09  55000   36-45ys      5 ['web', 'email']         20
## 1508       2017-09-29  99000   56-65ys      5 ['web', 'email']         20
## 1509       2018-04-24  73000   46-55ys      5 ['web', 'email']         20
## 1510       2015-12-29  68000   66-75ys      5 ['web', 'email']         20
## 1511       2018-01-15  89000   66-75ys      5 ['web', 'email']         20
## 1512       2016-05-09  78000   56-65ys      5 ['web', 'email']         20
## 1513       2013-08-13  62000   56-65ys      5 ['web', 'email']         20
## 1514       2015-12-13  60000   56-65ys      5 ['web', 'email']         20
## 1515       2015-11-15  62000   46-55ys      5 ['web', 'email']         20
## 1516       2017-03-21 114000   76-85ys      5 ['web', 'email']         20
## 1517       2016-07-25  84000   46-55ys      5 ['web', 'email']         20
## 1518       2018-02-06  47000   26-35ys      5 ['web', 'email']         20
## 1519       2016-05-19  77000   56-65ys      5 ['web', 'email']         20
## 1520       2015-08-09  85000   46-55ys      5 ['web', 'email']         20
## 1521       2016-02-26  64000   46-55ys      5 ['web', 'email']         20
## 1522       2016-10-28  44000   36-45ys      5 ['web', 'email']         20
## 1523       2018-07-05  62000   66-75ys      5 ['web', 'email']         20
## 1524       2017-12-10  57000   56-65ys      5 ['web', 'email']         20
## 1525       2018-02-07  48000   18-25ys      5 ['web', 'email']         20
## 1526       2016-02-08  77000   76-85ys      5 ['web', 'email']         20
## 1527       2018-01-29  70000   56-65ys      5 ['web', 'email']         20
## 1528       2016-10-24  75000   36-45ys      5 ['web', 'email']         20
## 1529       2017-11-05  66000   46-55ys      5 ['web', 'email']         20
## 1530       2017-01-23  59000   56-65ys      5 ['web', 'email']         20
## 1531       2018-04-05  50000   46-55ys      5 ['web', 'email']         20
## 1532       2017-10-16  47000   36-45ys      5 ['web', 'email']         20
## 1533       2017-08-01  41000   26-35ys      5 ['web', 'email']         20
## 1534       2018-05-03  83000   36-45ys      5 ['web', 'email']         20
## 1535       2018-05-23  38000   66-75ys      5 ['web', 'email']         20
## 1536       2015-04-12  32000   76-85ys      5 ['web', 'email']         20
## 1537       2017-01-31  44000   56-65ys      5 ['web', 'email']         20
## 1538       2015-12-31  99000   76-85ys      5 ['web', 'email']         20
## 1539       2015-09-04  74000   46-55ys      5 ['web', 'email']         20
## 1540       2016-08-27  32000   56-65ys      5 ['web', 'email']         20
## 1541       2017-08-15  78000   46-55ys      5 ['web', 'email']         20
## 1542       2016-01-04  53000   46-55ys      5 ['web', 'email']         20
## 1543       2018-04-24  96000   66-75ys      5 ['web', 'email']         20
## 1544       2016-07-01 108000   76-85ys      5 ['web', 'email']         20
## 1545       2017-04-21  51000   46-55ys      5 ['web', 'email']         20
## 1546       2016-04-30  34000   26-35ys      5 ['web', 'email']         20
## 1547       2014-05-21  61000   56-65ys      5 ['web', 'email']         20
## 1548       2017-09-09  51000   36-45ys      5 ['web', 'email']         20
## 1549       2017-09-07  56000   18-25ys      5 ['web', 'email']         20
## 1550       2017-02-27  88000   66-75ys      5 ['web', 'email']         20
## 1551       2018-04-02  35000   46-55ys      5 ['web', 'email']         20
## 1552       2017-09-19  51000   76-85ys      5 ['web', 'email']         20
## 1553       2017-09-09  51000   36-45ys      5 ['web', 'email']         20
## 1554       2018-03-25  59000   36-45ys      5 ['web', 'email']         20
## 1555       2017-12-28  51000   36-45ys      5 ['web', 'email']         20
## 1556       2015-04-21  43000   26-35ys      5 ['web', 'email']         20
## 1557       2018-06-23  52000   18-25ys      5 ['web', 'email']         20
## 1558       2016-02-05  72000   46-55ys      5 ['web', 'email']         20
## 1559       2016-12-08  71000   36-45ys      5 ['web', 'email']         20
## 1560       2017-08-18  79000   46-55ys      5 ['web', 'email']         20
## 1561       2016-10-17  33000   56-65ys      5 ['web', 'email']         20
## 1562       2017-12-08  47000   56-65ys      5 ['web', 'email']         20
## 1563       2017-10-22  92000   66-75ys      5 ['web', 'email']         20
## 1564       2017-10-09  73000   46-55ys      5 ['web', 'email']         20
## 1565       2016-11-17  37000   26-35ys      5 ['web', 'email']         20
## 1566       2016-08-19  81000   46-55ys      5 ['web', 'email']         20
## 1567       2018-02-20  56000   18-25ys      5 ['web', 'email']         20
## 1568       2017-12-21  54000   56-65ys      5 ['web', 'email']         20
## 1569       2018-04-14  64000   56-65ys      5 ['web', 'email']         20
## 1570       2016-07-28 119000   46-55ys      5 ['web', 'email']         20
## 1571       2018-03-07  89000   56-65ys      5 ['web', 'email']         20
## 1572       2017-09-29 116000   46-55ys      5 ['web', 'email']         20
## 1573       2017-08-23  40000   18-25ys      5 ['web', 'email']         20
## 1574       2018-02-16  51000   46-55ys      5 ['web', 'email']         20
## 1575       2018-01-03  80000   66-75ys      5 ['web', 'email']         20
## 1576       2017-07-09  88000   56-65ys      5 ['web', 'email']         20
## 1577       2016-02-09  55000   76-85ys      5 ['web', 'email']         20
## 1578       2016-06-26 103000   46-55ys      5 ['web', 'email']         20
## 1579       2018-01-19  51000   66-75ys      5 ['web', 'email']         20
## 1580       2015-12-23  82000   66-75ys      5 ['web', 'email']         20
## 1581       2017-09-03  51000   66-75ys      5 ['web', 'email']         20
## 1582       2018-03-07  89000   56-65ys      5 ['web', 'email']         20
## 1583       2018-02-16  51000   46-55ys      5 ['web', 'email']         20
## 1584       2017-11-16  30000   56-65ys      5 ['web', 'email']         20
## 1585       2014-11-08  32000   26-35ys      5 ['web', 'email']         20
## 1586       2017-12-05  70000   76-85ys      5 ['web', 'email']         20
## 1587       2017-08-20  89000   56-65ys      5 ['web', 'email']         20
## 1588       2017-08-30  86000   46-55ys      5 ['web', 'email']         20
## 1589       2017-08-20  89000   56-65ys      5 ['web', 'email']         20
## 1590       2018-07-02  47000   36-45ys      5 ['web', 'email']         20
## 1591       2016-12-23  59000   46-55ys      5 ['web', 'email']         20
## 1592       2017-10-17  67000   18-25ys      5 ['web', 'email']         20
## 1593       2017-09-11  59000   36-45ys      5 ['web', 'email']         20
## 1594       2018-03-22  65000   36-45ys      5 ['web', 'email']         20
## 1595       2018-05-21  88000   36-45ys      5 ['web', 'email']         20
## 1596       2016-11-13  36000   66-75ys      5 ['web', 'email']         20
## 1597       2016-03-31  82000    > 86ys      5 ['web', 'email']         20
## 1598       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 1599       2017-07-26  37000   36-45ys      5 ['web', 'email']         20
## 1600       2018-05-05  75000   66-75ys      5 ['web', 'email']         20
## 1601       2017-08-02  58000   18-25ys      5 ['web', 'email']         20
## 1602       2018-06-20  58000   36-45ys      5 ['web', 'email']         20
## 1603       2017-08-25  73000   46-55ys      5 ['web', 'email']         20
## 1604       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 1605       2016-02-28  87000   46-55ys      5 ['web', 'email']         20
## 1606       2017-12-08  57000   66-75ys      5 ['web', 'email']         20
## 1607       2017-09-03  31000   36-45ys      5 ['web', 'email']         20
## 1608       2018-06-29  36000   56-65ys      5 ['web', 'email']         20
## 1609       2017-09-20  48000   46-55ys      5 ['web', 'email']         20
## 1610       2017-01-15  51000   66-75ys      5 ['web', 'email']         20
## 1611       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 1612       2014-12-13  52000   46-55ys      5 ['web', 'email']         20
## 1613       2018-05-22  56000   18-25ys      5 ['web', 'email']         20
## 1614       2018-06-27  34000   56-65ys      5 ['web', 'email']         20
## 1615       2017-02-19  54000   66-75ys      5 ['web', 'email']         20
## 1616       2016-08-27 106000   66-75ys      5 ['web', 'email']         20
## 1617       2017-10-01  73000   46-55ys      5 ['web', 'email']         20
## 1618       2017-03-20  31000   56-65ys      5 ['web', 'email']         20
## 1619       2016-08-29 107000   66-75ys      5 ['web', 'email']         20
## 1620       2017-08-07  72000   56-65ys      5 ['web', 'email']         20
## 1621       2015-08-31  43000    > 86ys      5 ['web', 'email']         20
## 1622       2016-08-04  74000   56-65ys      5 ['web', 'email']         20
## 1623       2016-12-10  52000   46-55ys      5 ['web', 'email']         20
## 1624       2018-02-20  94000   46-55ys      5 ['web', 'email']         20
## 1625       2018-05-25  61000   66-75ys      5 ['web', 'email']         20
## 1626       2017-11-16  67000   56-65ys      5 ['web', 'email']         20
## 1627       2014-07-14  95000   46-55ys      5 ['web', 'email']         20
## 1628       2018-01-07  51000   36-45ys      5 ['web', 'email']         20
## 1629       2015-12-12  85000   66-75ys      5 ['web', 'email']         20
## 1630       2016-04-20  82000   36-45ys      5 ['web', 'email']         20
## 1631       2018-05-11  60000   56-65ys      5 ['web', 'email']         20
## 1632       2016-08-11  81000    > 86ys      5 ['web', 'email']         20
## 1633       2016-07-25  84000   46-55ys      5 ['web', 'email']         20
## 1634       2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 1635       2016-11-29  52000   18-25ys      5 ['web', 'email']         20
## 1636       2015-08-04  82000   46-55ys      5 ['web', 'email']         20
## 1637       2017-12-22  74000   46-55ys      5 ['web', 'email']         20
## 1638       2017-12-21  82000   76-85ys      5 ['web', 'email']         20
## 1639       2015-08-26  93000   46-55ys      5 ['web', 'email']         20
## 1640       2016-03-12  52000   18-25ys      5 ['web', 'email']         20
## 1641       2015-10-15  75000   26-35ys      5 ['web', 'email']         20
## 1642       2017-06-06  45000   18-25ys      5 ['web', 'email']         20
## 1643       2018-03-28  99000   56-65ys      5 ['web', 'email']         20
## 1644       2016-01-03 104000   56-65ys      5 ['web', 'email']         20
## 1645       2016-05-19  77000   56-65ys      5 ['web', 'email']         20
## 1646       2016-11-23  60000   46-55ys      5 ['web', 'email']         20
## 1647       2015-09-27  87000   56-65ys      5 ['web', 'email']         20
## 1648       2015-09-02  90000   56-65ys      5 ['web', 'email']         20
## 1649       2016-09-05  36000   36-45ys      5 ['web', 'email']         20
## 1650       2018-01-27  43000   26-35ys      5 ['web', 'email']         20
## 1651       2016-04-16 116000   76-85ys      5 ['web', 'email']         20
## 1652       2017-09-17  34000   26-35ys      5 ['web', 'email']         20
## 1653       2017-08-21  49000   56-65ys      5 ['web', 'email']         20
## 1654       2017-10-10  41000   46-55ys      5 ['web', 'email']         20
## 1655       2018-05-07  89000   76-85ys      5 ['web', 'email']         20
## 1656       2016-12-05  98000   56-65ys      5 ['web', 'email']         20
## 1657       2017-12-26  70000   18-25ys      5 ['web', 'email']         20
## 1658       2017-03-07 105000   56-65ys      5 ['web', 'email']         20
## 1659       2017-06-30  94000   36-45ys      5 ['web', 'email']         20
## 1660       2016-01-03  90000   56-65ys      5 ['web', 'email']         20
## 1661       2016-10-06  56000   46-55ys      5 ['web', 'email']         20
## 1662       2017-09-21  40000   56-65ys      5 ['web', 'email']         20
## 1663       2016-02-11 111000   56-65ys      5 ['web', 'email']         20
## 1664       2018-05-14 114000   46-55ys      5 ['web', 'email']         20
## 1665       2017-07-03  35000   26-35ys      5 ['web', 'email']         20
## 1666       2014-10-27  66000   36-45ys      5 ['web', 'email']         20
## 1667       2015-09-02  54000   36-45ys      5 ['web', 'email']         20
## 1668       2017-02-24  58000   26-35ys      5 ['web', 'email']         20
## 1669       2017-02-01  91000   66-75ys      5 ['web', 'email']         20
## 1670       2016-09-10  43000   56-65ys      5 ['web', 'email']         20
## 1671       2016-07-11  41000   18-25ys      5 ['web', 'email']         20
## 1672       2018-02-08  90000   66-75ys      5 ['web', 'email']         20
## 1673       2013-12-01  39000   46-55ys      5 ['web', 'email']         20
## 1674       2018-02-08  90000   66-75ys      5 ['web', 'email']         20
## 1675       2015-11-21  55000   46-55ys      5 ['web', 'email']         20
## 1676       2017-05-30  53000   36-45ys      5 ['web', 'email']         20
## 1677       2017-12-07  94000   76-85ys      5 ['web', 'email']         20
## 1678       2017-07-23  40000   56-65ys      5 ['web', 'email']         20
## 1679       2015-11-03  53000   18-25ys      5 ['web', 'email']         20
## 1680       2017-09-21  46000   18-25ys      5 ['web', 'email']         20
## 1681       2015-07-29  58000   36-45ys      5 ['web', 'email']         20
## 1682       2018-07-05  68000   46-55ys      5 ['web', 'email']         20
## 1683       2016-05-18  60000    > 86ys      5 ['web', 'email']         20
## 1684       2017-10-09  73000   46-55ys      5 ['web', 'email']         20
## 1685       2017-09-12  77000   56-65ys      5 ['web', 'email']         20
## 1686       2016-11-15  57000   46-55ys      5 ['web', 'email']         20
## 1687       2018-07-24  85000   56-65ys      5 ['web', 'email']         20
## 1688       2016-02-12  34000   56-65ys      5 ['web', 'email']         20
## 1689       2018-03-21  86000    > 86ys      5 ['web', 'email']         20
## 1690       2017-11-01 100000   36-45ys      5 ['web', 'email']         20
## 1691       2017-08-03  74000   36-45ys      5 ['web', 'email']         20
## 1692       2017-12-20  49000   46-55ys      5 ['web', 'email']         20
## 1693       2017-11-01 100000   36-45ys      5 ['web', 'email']         20
## 1694       2016-07-08  79000   56-65ys      5 ['web', 'email']         20
## 1695       2017-10-20  83000   66-75ys      5 ['web', 'email']         20
## 1696       2016-06-03  34000   36-45ys      5 ['web', 'email']         20
## 1697       2013-09-30  35000   36-45ys      5 ['web', 'email']         20
## 1698       2017-12-29  53000   36-45ys      5 ['web', 'email']         20
## 1699       2014-10-19  53000   18-25ys      5 ['web', 'email']         20
## 1700       2017-07-24  47000   26-35ys      5 ['web', 'email']         20
## 1701       2016-05-15  56000   56-65ys      5 ['web', 'email']         20
## 1702       2014-02-08  53000   26-35ys      5 ['web', 'email']         20
## 1703       2018-05-13  45000   36-45ys      5 ['web', 'email']         20
## 1704       2017-09-22  81000    > 86ys      5 ['web', 'email']         20
## 1705       2017-09-29  37000   36-45ys      5 ['web', 'email']         20
## 1706       2016-09-09  81000    > 86ys      5 ['web', 'email']         20
## 1707       2015-12-24  36000   36-45ys      5 ['web', 'email']         20
## 1708       2014-10-07  54000   56-65ys      5 ['web', 'email']         20
## 1709       2015-12-26  63000   46-55ys      5 ['web', 'email']         20
## 1710       2016-02-29  57000   76-85ys      5 ['web', 'email']         20
## 1711       2017-11-04  62000   46-55ys      5 ['web', 'email']         20
## 1712       2015-11-09  52000   46-55ys      5 ['web', 'email']         20
## 1713       2017-10-13  88000   56-65ys      5 ['web', 'email']         20
## 1714       2016-11-17  39000   56-65ys      5 ['web', 'email']         20
## 1715       2018-01-05  45000   56-65ys      5 ['web', 'email']         20
## 1716       2018-03-04  43000   18-25ys      5 ['web', 'email']         20
## 1717       2015-12-19  69000   56-65ys      5 ['web', 'email']         20
## 1718       2018-03-20  47000   66-75ys      5 ['web', 'email']         20
## 1719       2017-10-25  89000   36-45ys      5 ['web', 'email']         20
## 1720       2016-04-10  52000   36-45ys      5 ['web', 'email']         20
## 1721       2015-11-17  75000   76-85ys      5 ['web', 'email']         20
## 1722       2017-09-08  68000   56-65ys      5 ['web', 'email']         20
## 1723       2017-11-18  42000   56-65ys      5 ['web', 'email']         20
## 1724       2016-05-28  96000    > 86ys      5 ['web', 'email']         20
## 1725       2017-11-06  32000   36-45ys      5 ['web', 'email']         20
## 1726       2018-07-19  68000   56-65ys      5 ['web', 'email']         20
## 1727       2018-03-13  38000   26-35ys      5 ['web', 'email']         20
## 1728       2017-04-26  61000   76-85ys      5 ['web', 'email']         20
## 1729       2017-10-18  73000   56-65ys      5 ['web', 'email']         20
## 1730       2017-10-23  54000   76-85ys      5 ['web', 'email']         20
## 1731       2018-06-30  53000   66-75ys      5 ['web', 'email']         20
## 1732       2015-04-05  36000   46-55ys      5 ['web', 'email']         20
## 1733       2016-06-24  43000   46-55ys      5 ['web', 'email']         20
## 1734       2016-02-17  84000   46-55ys      5 ['web', 'email']         20
## 1735       2016-06-24  43000   46-55ys      5 ['web', 'email']         20
## 1736       2016-11-06  66000   46-55ys      5 ['web', 'email']         20
## 1737       2018-05-26  93000   46-55ys      5 ['web', 'email']         20
## 1738       2016-05-31  91000   46-55ys      5 ['web', 'email']         20
## 1739       2017-09-19  68000   46-55ys      5 ['web', 'email']         20
## 1740       2018-05-01  65000   26-35ys      5 ['web', 'email']         20
## 1741       2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 1742       2018-03-11  33000   18-25ys      5 ['web', 'email']         20
## 1743       2016-03-31  92000    > 86ys      5 ['web', 'email']         20
## 1744       2016-03-02  99000   66-75ys      5 ['web', 'email']         20
## 1745       2018-04-17  34000   56-65ys      5 ['web', 'email']         20
## 1746       2018-01-25  85000   56-65ys      5 ['web', 'email']         20
## 1747       2016-05-29  97000   76-85ys      5 ['web', 'email']         20
## 1748       2017-01-22  49000   46-55ys      5 ['web', 'email']         20
## 1749       2015-09-13  78000   46-55ys      5 ['web', 'email']         20
## 1750       2014-09-24  68000   18-25ys      5 ['web', 'email']         20
## 1751       2018-04-06  68000   46-55ys      5 ['web', 'email']         20
## 1752       2017-08-19 115000   76-85ys      5 ['web', 'email']         20
## 1753       2016-03-28  97000   46-55ys      5 ['web', 'email']         20
## 1754       2015-05-27  67000   56-65ys      5 ['web', 'email']         20
## 1755       2015-02-11  82000   46-55ys      5 ['web', 'email']         20
## 1756       2016-02-19  55000    > 86ys      5 ['web', 'email']         20
## 1757       2016-04-28  67000   76-85ys      5 ['web', 'email']         20
## 1758       2018-04-19  70000   56-65ys      5 ['web', 'email']         20
## 1759       2014-04-02  68000   26-35ys      5 ['web', 'email']         20
## 1760       2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 1761       2018-04-03  48000   56-65ys      5 ['web', 'email']         20
## 1762       2017-09-12  71000   56-65ys      5 ['web', 'email']         20
## 1763       2015-11-16  64000   56-65ys      5 ['web', 'email']         20
## 1764       2018-01-08  38000   26-35ys      5 ['web', 'email']         20
## 1765       2018-05-17  75000   36-45ys      5 ['web', 'email']         20
## 1766       2015-10-26  56000   36-45ys      5 ['web', 'email']         20
## 1767       2017-02-23 103000   66-75ys      5 ['web', 'email']         20
## 1768       2017-08-06  38000   76-85ys      5 ['web', 'email']         20
## 1769       2016-03-28  97000   46-55ys      5 ['web', 'email']         20
## 1770       2017-07-28  65000   26-35ys      5 ['web', 'email']         20
## 1771       2018-07-11  38000   66-75ys      5 ['web', 'email']         20
## 1772       2015-08-06  55000   36-45ys      5 ['web', 'email']         20
## 1773       2016-05-23  93000   46-55ys      5 ['web', 'email']         20
## 1774       2017-09-20  87000   66-75ys      5 ['web', 'email']         20
## 1775       2017-09-20  87000   66-75ys      5 ['web', 'email']         20
## 1776       2017-09-20  87000   66-75ys      5 ['web', 'email']         20
## 1777       2016-04-18  68000   36-45ys      5 ['web', 'email']         20
## 1778       2017-09-22  84000   56-65ys      5 ['web', 'email']         20
## 1779       2017-10-13  58000   36-45ys      5 ['web', 'email']         20
## 1780       2018-06-05  88000   46-55ys      5 ['web', 'email']         20
## 1781       2017-11-15  74000   66-75ys      5 ['web', 'email']         20
## 1782       2016-03-11  99000   46-55ys      5 ['web', 'email']         20
## 1783       2016-09-28 102000   76-85ys      5 ['web', 'email']         20
## 1784       2018-05-24  71000   36-45ys      5 ['web', 'email']         20
## 1785       2014-04-06  53000   56-65ys      5 ['web', 'email']         20
## 1786       2015-08-22  66000   46-55ys      5 ['web', 'email']         20
## 1787       2017-04-01  97000   46-55ys      5 ['web', 'email']         20
## 1788       2018-01-31  53000   76-85ys      5 ['web', 'email']         20
## 1789       2017-08-15  86000   66-75ys      5 ['web', 'email']         20
## 1790       2015-01-25  82000   46-55ys      5 ['web', 'email']         20
## 1791       2016-05-02  50000   36-45ys      5 ['web', 'email']         20
## 1792       2016-03-21  73000   36-45ys      5 ['web', 'email']         20
## 1793       2018-02-07  36000   66-75ys      5 ['web', 'email']         20
## 1794       2016-03-24  37000   46-55ys      5 ['web', 'email']         20
## 1795       2017-04-05  77000   46-55ys      5 ['web', 'email']         20
## 1796       2017-09-15  69000   18-25ys      5 ['web', 'email']         20
## 1797       2016-03-25  50000   18-25ys      5 ['web', 'email']         20
## 1798       2016-08-02  84000   56-65ys      5 ['web', 'email']         20
## 1799       2017-04-05  77000   46-55ys      5 ['web', 'email']         20
## 1800       2017-04-05  77000   46-55ys      5 ['web', 'email']         20
## 1801       2014-11-20  63000   46-55ys      5 ['web', 'email']         20
## 1802       2018-04-11  44000   36-45ys      5 ['web', 'email']         20
## 1803       2017-08-03 105000   66-75ys      5 ['web', 'email']         20
## 1804       2015-10-04  94000   46-55ys      5 ['web', 'email']         20
## 1805       2017-02-03  58000   36-45ys      5 ['web', 'email']         20
## 1806       2016-06-26 103000   46-55ys      5 ['web', 'email']         20
## 1807       2015-12-13  67000   46-55ys      5 ['web', 'email']         20
## 1808       2016-11-30  41000   46-55ys      5 ['web', 'email']         20
## 1809       2016-06-28  42000   26-35ys      5 ['web', 'email']         20
## 1810       2018-04-26  88000   56-65ys      5 ['web', 'email']         20
## 1811       2016-06-14  98000   36-45ys      5 ['web', 'email']         20
## 1812       2016-03-29  89000   56-65ys      5 ['web', 'email']         20
## 1813       2017-02-15  30000   36-45ys      5 ['web', 'email']         20
## 1814       2017-12-13  35000   18-25ys      5 ['web', 'email']         20
## 1815       2015-12-05  31000   56-65ys      5 ['web', 'email']         20
## 1816       2015-11-07 106000   46-55ys      5 ['web', 'email']         20
## 1817       2017-07-12  44000   56-65ys      5 ['web', 'email']         20
## 1818       2015-08-15  50000   26-35ys      5 ['web', 'email']         20
## 1819       2017-02-14  44000   26-35ys      5 ['web', 'email']         20
## 1820       2018-04-25  93000   36-45ys      5 ['web', 'email']         20
## 1821       2017-09-10  40000   56-65ys      5 ['web', 'email']         20
## 1822       2018-07-01  41000   66-75ys      5 ['web', 'email']         20
## 1823       2015-08-15  50000   26-35ys      5 ['web', 'email']         20
## 1824       2014-08-11  44000   66-75ys      5 ['web', 'email']         20
## 1825       2016-12-24  67000   56-65ys      5 ['web', 'email']         20
## 1826       2016-07-04  64000   46-55ys      5 ['web', 'email']         20
## 1827       2018-01-20  51000   46-55ys      5 ['web', 'email']         20
## 1828       2018-01-08  58000   66-75ys      5 ['web', 'email']         20
## 1829       2017-08-15  43000   26-35ys      5 ['web', 'email']         20
## 1830       2017-09-29  84000   56-65ys      5 ['web', 'email']         20
## 1831       2017-01-28  44000    > 86ys      5 ['web', 'email']         20
## 1832       2017-08-16 106000   76-85ys      5 ['web', 'email']         20
## 1833       2017-12-07  74000   76-85ys      5 ['web', 'email']         20
## 1834       2017-08-13  37000   56-65ys      5 ['web', 'email']         20
## 1835       2015-10-26 103000   56-65ys      5 ['web', 'email']         20
## 1836       2017-11-15  42000   26-35ys      5 ['web', 'email']         20
## 1837       2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 1838       2018-07-02 116000   76-85ys      5 ['web', 'email']         20
## 1839       2017-02-22  71000   66-75ys      5 ['web', 'email']         20
## 1840       2015-09-11  47000   26-35ys      5 ['web', 'email']         20
## 1841       2017-05-12  63000   46-55ys      5 ['web', 'email']         20
## 1842       2017-03-24  86000   36-45ys      5 ['web', 'email']         20
## 1843       2017-01-31  70000   26-35ys      5 ['web', 'email']         20
## 1844       2018-02-20  56000   56-65ys      5 ['web', 'email']         20
## 1845       2016-10-30  33000   56-65ys      5 ['web', 'email']         20
## 1846       2016-11-30  70000   18-25ys      5 ['web', 'email']         20
## 1847       2017-11-18  57000   46-55ys      5 ['web', 'email']         20
## 1848       2015-09-10  35000   56-65ys      5 ['web', 'email']         20
## 1849       2016-07-04 112000   56-65ys      5 ['web', 'email']         20
## 1850       2016-10-27  42000   26-35ys      5 ['web', 'email']         20
## 1851       2014-06-03  99000   36-45ys      5 ['web', 'email']         20
## 1852       2016-05-21  51000   76-85ys      5 ['web', 'email']         20
## 1853       2017-02-02  59000   46-55ys      5 ['web', 'email']         20
## 1854       2017-12-31  66000   66-75ys      5 ['web', 'email']         20
## 1855       2016-07-11  76000   76-85ys      5 ['web', 'email']         20
## 1856       2017-12-31  66000   66-75ys      5 ['web', 'email']         20
## 1857       2017-01-02  37000   18-25ys      5 ['web', 'email']         20
## 1858       2015-04-25  53000   46-55ys      5 ['web', 'email']         20
## 1859       2016-12-13  50000   56-65ys      5 ['web', 'email']         20
## 1860       2015-10-10 118000   56-65ys      5 ['web', 'email']         20
## 1861       2017-06-16 108000   66-75ys      5 ['web', 'email']         20
## 1862       2016-07-03  94000   46-55ys      5 ['web', 'email']         20
## 1863       2018-07-19 103000   56-65ys      5 ['web', 'email']         20
## 1864       2015-12-11  79000   66-75ys      5 ['web', 'email']         20
## 1865       2017-01-28  45000   18-25ys      5 ['web', 'email']         20
## 1866       2016-06-05  54000   56-65ys      5 ['web', 'email']         20
## 1867       2017-09-06  83000   56-65ys      5 ['web', 'email']         20
## 1868       2016-10-20  81000   76-85ys      5 ['web', 'email']         20
## 1869       2016-08-17  89000   46-55ys      5 ['web', 'email']         20
## 1870       2017-12-26  33000   36-45ys      5 ['web', 'email']         20
## 1871       2015-09-19  88000   76-85ys      5 ['web', 'email']         20
## 1872       2013-08-05  40000   26-35ys      5 ['web', 'email']         20
## 1873       2016-03-28  87000   56-65ys      5 ['web', 'email']         20
## 1874       2018-05-10  35000   18-25ys      5 ['web', 'email']         20
## 1875       2018-03-20  43000   26-35ys      5 ['web', 'email']         20
## 1876       2017-08-15  31000   26-35ys      5 ['web', 'email']         20
## 1877       2017-10-15  87000   46-55ys      5 ['web', 'email']         20
## 1878       2018-02-10  65000   36-45ys      5 ['web', 'email']         20
## 1879       2016-06-16  96000   56-65ys      5 ['web', 'email']         20
## 1880       2018-03-26  95000   56-65ys      5 ['web', 'email']         20
## 1881       2017-09-30  97000   46-55ys      5 ['web', 'email']         20
## 1882       2018-02-02  91000   56-65ys      5 ['web', 'email']         20
## 1883       2015-11-19  76000    > 86ys      5 ['web', 'email']         20
## 1884       2018-04-29 115000   56-65ys      5 ['web', 'email']         20
## 1885       2015-11-17  80000   76-85ys      5 ['web', 'email']         20
## 1886       2015-08-04  82000   46-55ys      5 ['web', 'email']         20
## 1887       2018-05-22  60000   46-55ys      5 ['web', 'email']         20
## 1888       2018-02-07  48000   18-25ys      5 ['web', 'email']         20
## 1889       2018-07-17  36000   56-65ys      5 ['web', 'email']         20
## 1890       2018-01-27  46000   56-65ys      5 ['web', 'email']         20
## 1891       2018-03-19  51000   26-35ys      5 ['web', 'email']         20
## 1892       2018-04-20  32000   66-75ys      5 ['web', 'email']         20
## 1893       2017-03-02  71000   56-65ys      5 ['web', 'email']         20
## 1894       2017-12-04  93000   56-65ys      5 ['web', 'email']         20
## 1895       2018-04-01  51000   66-75ys      5 ['web', 'email']         20
## 1896       2014-04-25  35000   46-55ys      5 ['web', 'email']         20
## 1897       2017-08-26  69000   36-45ys      5 ['web', 'email']         20
## 1898       2018-03-16  85000   46-55ys      5 ['web', 'email']         20
## 1899       2017-08-01  41000   26-35ys      5 ['web', 'email']         20
## 1900       2017-10-23  63000   56-65ys      5 ['web', 'email']         20
## 1901       2017-06-06 118000   46-55ys      5 ['web', 'email']         20
## 1902       2018-07-18  33000   36-45ys      5 ['web', 'email']         20
## 1903       2016-07-19  86000   76-85ys      5 ['web', 'email']         20
## 1904       2017-08-15  78000   46-55ys      5 ['web', 'email']         20
## 1905       2017-04-20  61000   66-75ys      5 ['web', 'email']         20
## 1906       2017-04-04  35000   26-35ys      5 ['web', 'email']         20
## 1907       2018-01-13  59000   46-55ys      5 ['web', 'email']         20
## 1908       2016-07-01 108000   76-85ys      5 ['web', 'email']         20
## 1909       2018-03-17  54000   56-65ys      5 ['web', 'email']         20
## 1910       2016-10-18  56000   56-65ys      5 ['web', 'email']         20
## 1911       2017-08-06  76000   36-45ys      5 ['web', 'email']         20
## 1912       2016-04-30  34000   26-35ys      5 ['web', 'email']         20
## 1913       2017-04-17  30000   46-55ys      5 ['web', 'email']         20
## 1914       2017-01-24  72000   46-55ys      5 ['web', 'email']         20
## 1915       2018-06-08  43000   56-65ys      5 ['web', 'email']         20
## 1916       2018-04-21  40000   36-45ys      5 ['web', 'email']         20
## 1917       2016-01-29  96000   56-65ys      5 ['web', 'email']         20
## 1918       2018-04-17  57000   46-55ys      5 ['web', 'email']         20
## 1919       2015-11-26  62000   46-55ys      5 ['web', 'email']         20
## 1920       2016-10-17  69000   36-45ys      5 ['web', 'email']         20
## 1921       2018-02-17  53000   46-55ys      5 ['web', 'email']         20
## 1922       2013-12-01  39000   46-55ys      5 ['web', 'email']         20
## 1923       2017-08-27 108000   56-65ys      5 ['web', 'email']         20
## 1924       2018-01-14  88000   46-55ys      5 ['web', 'email']         20
## 1925       2017-09-07  56000   18-25ys      5 ['web', 'email']         20
## 1926       2017-09-14  56000   56-65ys      5 ['web', 'email']         20
## 1927       2016-05-29  55000   46-55ys      5 ['web', 'email']         20
## 1928       2017-11-29  72000   66-75ys      5 ['web', 'email']         20
## 1929       2018-04-29 119000   66-75ys      5 ['web', 'email']         20
## 1930       2017-12-03  75000   46-55ys      5 ['web', 'email']         20
## 1931       2018-06-28  38000   18-25ys      5 ['web', 'email']         20
## 1932       2018-03-25  53000   46-55ys      5 ['web', 'email']         20
## 1933       2017-11-09  76000   66-75ys      5 ['web', 'email']         20
## 1934       2018-04-21  72000   46-55ys      5 ['web', 'email']         20
## 1935       2017-09-04  52000   56-65ys      5 ['web', 'email']         20
## 1936       2017-02-17  45000   56-65ys      5 ['web', 'email']         20
## 1937       2016-01-05  49000   36-45ys      5 ['web', 'email']         20
## 1938       2016-10-09  83000   36-45ys      5 ['web', 'email']         20
## 1939       2018-07-26  88000   56-65ys      5 ['web', 'email']         20
## 1940       2017-07-27  47000   56-65ys      5 ['web', 'email']         20
## 1941       2016-01-13  73000   66-75ys      5 ['web', 'email']         20
## 1942       2018-07-15  30000   36-45ys      5 ['web', 'email']         20
## 1943       2014-02-07  74000   46-55ys      5 ['web', 'email']         20
## 1944       2017-10-05  94000   76-85ys      5 ['web', 'email']         20
## 1945       2016-09-27 103000   76-85ys      5 ['web', 'email']         20
## 1946       2016-02-19  53000   26-35ys      5 ['web', 'email']         20
## 1947       2018-01-06  58000   66-75ys      5 ['web', 'email']         20
## 1948       2017-05-18  57000   36-45ys      5 ['web', 'email']         20
## 1949       2016-01-19 113000   56-65ys      5 ['web', 'email']         20
## 1950       2017-12-09  88000   46-55ys      5 ['web', 'email']         20
## 1951       2017-11-13  49000   36-45ys      5 ['web', 'email']         20
## 1952       2018-07-24  97000   66-75ys      5 ['web', 'email']         20
## 1953       2017-09-20  32000   26-35ys      5 ['web', 'email']         20
## 1954       2016-12-18  91000   56-65ys      5 ['web', 'email']         20
## 1955       2017-04-28  80000   66-75ys      5 ['web', 'email']         20
## 1956       2018-01-26  65000   66-75ys      5 ['web', 'email']         20
## 1957       2017-11-27  52000   66-75ys      5 ['web', 'email']         20
## 1958       2018-03-21  53000   18-25ys      5 ['web', 'email']         20
## 1959       2017-01-31  86000   36-45ys      5 ['web', 'email']         20
## 1960       2018-04-24  35000   26-35ys      5 ['web', 'email']         20
## 1961       2018-05-21  88000   36-45ys      5 ['web', 'email']         20
## 1962       2017-12-22  59000   66-75ys      5 ['web', 'email']         20
## 1963       2018-03-18  46000   66-75ys      5 ['web', 'email']         20
## 1964       2016-06-09  89000   66-75ys      5 ['web', 'email']         20
## 1965       2017-09-21 104000   66-75ys      5 ['web', 'email']         20
## 1966       2017-03-06  83000   56-65ys      5 ['web', 'email']         20
## 1967       2016-11-08  93000   76-85ys      5 ['web', 'email']         20
## 1968       2014-04-04  86000   56-65ys      5 ['web', 'email']         20
## 1969       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 1970       2017-11-01  64000   26-35ys      5 ['web', 'email']         20
## 1971       2017-11-09  59000   46-55ys      5 ['web', 'email']         20
## 1972       2018-06-22  41000   46-55ys      5 ['web', 'email']         20
## 1973       2017-11-18  57000   46-55ys      5 ['web', 'email']         20
## 1974       2016-04-30  56000   56-65ys      5 ['web', 'email']         20
## 1975       2016-01-26  53000   56-65ys      5 ['web', 'email']         20
## 1976       2018-04-21  51000   56-65ys      5 ['web', 'email']         20
## 1977       2016-06-19  74000   46-55ys      5 ['web', 'email']         20
## 1978       2016-08-24 107000   66-75ys      5 ['web', 'email']         20
## 1979       2018-05-05  93000   56-65ys      5 ['web', 'email']         20
## 1980       2014-11-22  42000   18-25ys      5 ['web', 'email']         20
## 1981       2016-07-02 106000   56-65ys      5 ['web', 'email']         20
## 1982       2018-01-19  68000   26-35ys      5 ['web', 'email']         20
## 1983       2017-09-17  70000   36-45ys      5 ['web', 'email']         20
## 1984       2016-07-15 118000   46-55ys      5 ['web', 'email']         20
## 1985       2016-06-24  95000   36-45ys      5 ['web', 'email']         20
## 1986       2018-03-06  68000   46-55ys      5 ['web', 'email']         20
## 1987       2016-06-14  54000   46-55ys      5 ['web', 'email']         20
## 1988       2018-06-25  65000   46-55ys      5 ['web', 'email']         20
## 1989       2017-05-08  99000   56-65ys      5 ['web', 'email']         20
## 1990       2016-05-29  42000   56-65ys      5 ['web', 'email']         20
## 1991       2016-06-09  74000    > 86ys      5 ['web', 'email']         20
## 1992       2018-03-29  98000   56-65ys      5 ['web', 'email']         20
## 1993       2017-08-07  36000   36-45ys      5 ['web', 'email']         20
## 1994       2017-04-08  35000   56-65ys      5 ['web', 'email']         20
## 1995       2017-03-07  59000   46-55ys      5 ['web', 'email']         20
## 1996       2016-04-18  78000   66-75ys      5 ['web', 'email']         20
## 1997       2017-09-07  67000   56-65ys      5 ['web', 'email']         20
## 1998       2017-07-26  71000   26-35ys      5 ['web', 'email']         20
## 1999       2018-03-26  95000   56-65ys      5 ['web', 'email']         20
## 2000       2015-03-23  34000   46-55ys      5 ['web', 'email']         20
## 2001       2017-08-12  36000   36-45ys      5 ['web', 'email']         20
## 2002       2017-12-01  51000   26-35ys      5 ['web', 'email']         20
## 2003       2018-03-21  38000   18-25ys      5 ['web', 'email']         20
## 2004       2015-10-16  33000   56-65ys      5 ['web', 'email']         20
## 2005       2016-12-31  95000   56-65ys      5 ['web', 'email']         20
## 2006       2018-01-09  58000   46-55ys      5 ['web', 'email']         20
## 2007       2014-09-22  99000   56-65ys      5 ['web', 'email']         20
## 2008       2015-12-16  77000   46-55ys      5 ['web', 'email']         20
## 2009       2017-01-21 117000   46-55ys      5 ['web', 'email']         20
## 2010       2015-07-30  87000   46-55ys      5 ['web', 'email']         20
## 2011       2018-01-18  52000   26-35ys      5 ['web', 'email']         20
## 2012       2013-08-11  31000   66-75ys      5 ['web', 'email']         20
## 2013       2016-08-04  41000   46-55ys      5 ['web', 'email']         20
## 2014       2015-09-02  90000   56-65ys      5 ['web', 'email']         20
## 2015       2016-01-03  90000   56-65ys      5 ['web', 'email']         20
## 2016       2016-08-03 110000   66-75ys      5 ['web', 'email']         20
## 2017       2015-08-23  88000   56-65ys      5 ['web', 'email']         20
## 2018       2018-01-19  67000   26-35ys      5 ['web', 'email']         20
## 2019       2017-02-13  90000   36-45ys      5 ['web', 'email']         20
## 2020       2017-12-04  45000   56-65ys      5 ['web', 'email']         20
## 2021       2016-05-11 107000   76-85ys      5 ['web', 'email']         20
## 2022       2016-05-19  83000   46-55ys      5 ['web', 'email']         20
## 2023       2017-11-01  87000   66-75ys      5 ['web', 'email']         20
## 2024       2017-08-09  92000   46-55ys      5 ['web', 'email']         20
## 2025       2018-03-21  73000   46-55ys      5 ['web', 'email']         20
## 2026       2016-12-05  98000   56-65ys      5 ['web', 'email']         20
## 2027       2017-09-14 103000   56-65ys      5 ['web', 'email']         20
## 2028       2017-11-09  43000   26-35ys      5 ['web', 'email']         20
## 2029       2015-09-02  90000   56-65ys      5 ['web', 'email']         20
## 2030       2017-09-04  35000    > 86ys      5 ['web', 'email']         20
## 2031       2018-04-02  48000   66-75ys      5 ['web', 'email']         20
## 2032       2014-06-03  55000   56-65ys      5 ['web', 'email']         20
## 2033       2018-02-23  70000   18-25ys      5 ['web', 'email']         20
## 2034       2018-05-19  72000   56-65ys      5 ['web', 'email']         20
## 2035       2017-07-15  76000   56-65ys      5 ['web', 'email']         20
## 2036       2015-08-04  51000   36-45ys      5 ['web', 'email']         20
## 2037       2014-03-27  33000   66-75ys      5 ['web', 'email']         20
## 2038       2017-06-15  34000   76-85ys      5 ['web', 'email']         20
## 2039       2016-06-20 100000    > 86ys      5 ['web', 'email']         20
## 2040       2014-01-14  64000   76-85ys      5 ['web', 'email']         20
## 2041       2013-12-09  65000   36-45ys      5 ['web', 'email']         20
## 2042       2017-10-23  47000   66-75ys      5 ['web', 'email']         20
## 2043       2017-10-19  37000   56-65ys      5 ['web', 'email']         20
## 2044       2016-03-19  81000   66-75ys      5 ['web', 'email']         20
## 2045       2017-03-09  52000   26-35ys      5 ['web', 'email']         20
## 2046       2017-06-24  73000   56-65ys      5 ['web', 'email']         20
## 2047       2017-07-01  70000   56-65ys      5 ['web', 'email']         20
## 2048       2017-11-29  87000   56-65ys      5 ['web', 'email']         20
## 2049       2018-06-28  38000   18-25ys      5 ['web', 'email']         20
## 2050       2017-11-07  49000   18-25ys      5 ['web', 'email']         20
## 2051       2016-08-04 104000   66-75ys      5 ['web', 'email']         20
## 2052       2016-08-03  60000   36-45ys      5 ['web', 'email']         20
## 2053       2017-04-07  64000   66-75ys      5 ['web', 'email']         20
## 2054       2018-03-19  73000   76-85ys      5 ['web', 'email']         20
## 2055       2017-09-12  55000   36-45ys      5 ['web', 'email']         20
## 2056       2017-11-02  89000   36-45ys      5 ['web', 'email']         20
## 2057       2018-06-11  35000   66-75ys      5 ['web', 'email']         20
## 2058       2017-05-19  46000   26-35ys      5 ['web', 'email']         20
## 2059       2016-09-08  79000   76-85ys      5 ['web', 'email']         20
## 2060       2017-09-19  52000   56-65ys      5 ['web', 'email']         20
## 2061       2017-12-04  63000   46-55ys      5 ['web', 'email']         20
## 2062       2017-10-10  39000   46-55ys      5 ['web', 'email']         20
## 2063       2017-12-16  49000   36-45ys      5 ['web', 'email']         20
## 2064       2017-12-20  49000   46-55ys      5 ['web', 'email']         20
## 2065       2014-10-15  90000   46-55ys      5 ['web', 'email']         20
## 2066       2018-02-16  94000   56-65ys      5 ['web', 'email']         20
## 2067       2018-05-29 105000   46-55ys      5 ['web', 'email']         20
## 2068       2014-05-18  56000   18-25ys      5 ['web', 'email']         20
## 2069       2017-12-04  63000   46-55ys      5 ['web', 'email']         20
## 2070       2018-02-24  68000   56-65ys      5 ['web', 'email']         20
## 2071       2016-04-27  85000   46-55ys      5 ['web', 'email']         20
## 2072       2015-08-15 116000   46-55ys      5 ['web', 'email']         20
## 2073       2017-09-26  38000   18-25ys      5 ['web', 'email']         20
## 2074       2017-12-27  81000   56-65ys      5 ['web', 'email']         20
## 2075       2016-10-15  52000   46-55ys      5 ['web', 'email']         20
## 2076       2017-05-31  65000   76-85ys      5 ['web', 'email']         20
## 2077       2017-12-12  38000   66-75ys      5 ['web', 'email']         20
## 2078       2017-06-20  69000   66-75ys      5 ['web', 'email']         20
## 2079       2017-05-31  65000   76-85ys      5 ['web', 'email']         20
## 2080       2017-10-26 108000   56-65ys      5 ['web', 'email']         20
## 2081       2017-03-19  55000   26-35ys      5 ['web', 'email']         20
## 2082       2018-05-01  33000   46-55ys      5 ['web', 'email']         20
## 2083       2017-08-17  63000   36-45ys      5 ['web', 'email']         20
## 2084       2017-08-26  48000   18-25ys      5 ['web', 'email']         20
## 2085       2016-09-29  66000   46-55ys      5 ['web', 'email']         20
## 2086       2018-03-17  37000   18-25ys      5 ['web', 'email']         20
## 2087       2017-03-03  96000   56-65ys      5 ['web', 'email']         20
## 2088       2018-04-24  35000   26-35ys      5 ['web', 'email']         20
## 2089       2015-10-30  70000   56-65ys      5 ['web', 'email']         20
## 2090       2018-05-24  71000   76-85ys      5 ['web', 'email']         20
## 2091       2018-05-16  84000   36-45ys      5 ['web', 'email']         20
## 2092       2017-08-15  71000   46-55ys      5 ['web', 'email']         20
## 2093       2016-10-23  51000   46-55ys      5 ['web', 'email']         20
## 2094       2014-12-01  31000   36-45ys      5 ['web', 'email']         20
## 2095       2017-09-21  80000   76-85ys      5 ['web', 'email']         20
## 2096       2015-12-10  88000   46-55ys      5 ['web', 'email']         20
## 2097       2017-05-15 113000   46-55ys      5 ['web', 'email']         20
## 2098       2017-09-22  70000   36-45ys      5 ['web', 'email']         20
## 2099       2018-03-29  78000   66-75ys      5 ['web', 'email']         20
## 2100       2018-07-06  91000   66-75ys      5 ['web', 'email']         20
## 2101       2017-10-31  77000   56-65ys      5 ['web', 'email']         20
## 2102       2015-10-01  40000   18-25ys      5 ['web', 'email']         20
## 2103       2018-07-10  74000   76-85ys      5 ['web', 'email']         20
## 2104       2018-01-08  69000   66-75ys      5 ['web', 'email']         20
## 2105       2016-11-15  89000   66-75ys      5 ['web', 'email']         20
## 2106       2015-05-25  57000   66-75ys      5 ['web', 'email']         20
## 2107       2016-09-11  52000   26-35ys      5 ['web', 'email']         20
## 2108       2017-11-25  39000   36-45ys      5 ['web', 'email']         20
## 2109       2015-09-25  96000   56-65ys      5 ['web', 'email']         20
## 2110       2018-01-10  44000   46-55ys      5 ['web', 'email']         20
## 2111       2016-12-13  73000   76-85ys      5 ['web', 'email']         20
## 2112       2016-03-21  83000   46-55ys      5 ['web', 'email']         20
## 2113       2016-03-21  83000   46-55ys      5 ['web', 'email']         20
## 2114       2017-11-26  54000   18-25ys      5 ['web', 'email']         20
## 2115       2017-01-12  68000   36-45ys      5 ['web', 'email']         20
## 2116       2018-05-08  92000   66-75ys      5 ['web', 'email']         20
## 2117       2017-11-09  59000   26-35ys      5 ['web', 'email']         20
## 2118       2015-07-30  87000   46-55ys      5 ['web', 'email']         20
## 2119       2018-07-15 113000   66-75ys      5 ['web', 'email']         20
## 2120       2018-01-08  54000   26-35ys      5 ['web', 'email']         20
## 2121       2017-05-19  48000   46-55ys      5 ['web', 'email']         20
## 2122       2015-07-22  75000   66-75ys      5 ['web', 'email']         20
## 2123       2017-08-11  54000   36-45ys      5 ['web', 'email']         20
## 2124       2018-06-29  36000   66-75ys      5 ['web', 'email']         20
## 2125       2018-02-12  89000   76-85ys      5 ['web', 'email']         20
## 2126       2018-03-10  76000   76-85ys      5 ['web', 'email']         20
## 2127       2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 2128       2018-06-07 116000   66-75ys      5 ['web', 'email']         20
## 2129       2018-04-22  43000   36-45ys      5 ['web', 'email']         20
## 2130       2015-08-31  73000   56-65ys      5 ['web', 'email']         20
## 2131       2016-08-21  63000   36-45ys      5 ['web', 'email']         20
## 2132       2017-11-07  90000   66-75ys      5 ['web', 'email']         20
## 2133       2017-06-07  90000   36-45ys      5 ['web', 'email']         20
## 2134       2017-08-01  58000   46-55ys      5 ['web', 'email']         20
## 2135       2016-05-23  93000   46-55ys      5 ['web', 'email']         20
## 2136       2016-01-16 117000   76-85ys      5 ['web', 'email']         20
## 2137       2017-03-26  85000   76-85ys      5 ['web', 'email']         20
## 2138       2017-08-06  38000   76-85ys      5 ['web', 'email']         20
## 2139       2015-03-12  59000   18-25ys      5 ['web', 'email']         20
## 2140       2018-07-26  74000   36-45ys      5 ['web', 'email']         20
## 2141       2017-02-01  72000   46-55ys      5 ['web', 'email']         20
## 2142       2017-10-25  49000   46-55ys      5 ['web', 'email']         20
## 2143       2015-08-03  55000   36-45ys      5 ['web', 'email']         20
## 2144       2017-06-11  74000   36-45ys      5 ['web', 'email']         20
## 2145       2017-04-01  97000   46-55ys      5 ['web', 'email']         20
## 2146       2018-02-18  52000   76-85ys      5 ['web', 'email']         20
## 2147       2016-10-13  51000   36-45ys      5 ['web', 'email']         20
## 2148       2017-09-20  87000   66-75ys      5 ['web', 'email']         20
## 2149       2017-12-09  67000   66-75ys      5 ['web', 'email']         20
## 2150       2015-09-02  91000   36-45ys      5 ['web', 'email']         20
## 2151       2016-10-08  82000   46-55ys      5 ['web', 'email']         20
## 2152       2017-03-06 113000   76-85ys      5 ['web', 'email']         20
## 2153       2018-01-30  67000   46-55ys      5 ['web', 'email']         20
## 2154       2018-06-17  47000   26-35ys      5 ['web', 'email']         20
## 2155       2016-04-19  60000   56-65ys      5 ['web', 'email']         20
## 2156       2018-01-22  90000   66-75ys      5 ['web', 'email']         20
## 2157       2018-04-16  43000   36-45ys      5 ['web', 'email']         20
## 2158       2018-04-20  85000   76-85ys      5 ['web', 'email']         20
## 2159       2015-08-31  73000   56-65ys      5 ['web', 'email']         20
## 2160       2017-08-03 105000   66-75ys      5 ['web', 'email']         20
## 2161       2017-10-18  34000   18-25ys      5 ['web', 'email']         20
## 2162       2015-01-25  82000   46-55ys      5 ['web', 'email']         20
## 2163       2013-08-15  75000   36-45ys      5 ['web', 'email']         20
## 2164       2018-06-22  92000   36-45ys      5 ['web', 'email']         20
## 2165       2016-08-07  55000   66-75ys      5 ['web', 'email']         20
## 2166       2018-03-08  36000   66-75ys      5 ['web', 'email']         20
## 2167       2017-11-01  42000   46-55ys      5 ['web', 'email']         20
## 2168       2016-04-30  51000   36-45ys      5 ['web', 'email']         20
## 2169       2014-02-13  46000   18-25ys      5 ['web', 'email']         20
## 2170       2014-02-13  42000   56-65ys      5 ['web', 'email']         20
## 2171       2017-08-24  73000   66-75ys      5 ['web', 'email']         20
## 2172       2017-04-24 119000   76-85ys      5 ['web', 'email']         20
## 2173       2017-07-31  45000    > 86ys      5 ['web', 'email']         20
## 2174       2017-05-29  56000   36-45ys      5 ['web', 'email']         20
## 2175       2016-12-29  75000   26-35ys      5 ['web', 'email']         20
## 2176       2017-07-30  46000   26-35ys      5 ['web', 'email']         20
## 2177       2016-08-05  70000   56-65ys      5 ['web', 'email']         20
## 2178       2013-10-03  36000   18-25ys      5 ['web', 'email']         20
## 2179       2018-03-08  36000   66-75ys      5 ['web', 'email']         20
## 2180       2016-01-17  96000   36-45ys      5 ['web', 'email']         20
## 2181       2018-07-11  74000   26-35ys      5 ['web', 'email']         20
## 2182       2017-04-17  74000   46-55ys      5 ['web', 'email']         20
## 2183       2017-12-28  49000   36-45ys      5 ['web', 'email']         20
## 2184       2017-09-09 100000   56-65ys      5 ['web', 'email']         20
## 2185       2017-08-28  48000   36-45ys      5 ['web', 'email']         20
## 2186       2017-09-09 100000   56-65ys      5 ['web', 'email']         20
## 2187       2017-10-19  72000   36-45ys      5 ['web', 'email']         20
## 2188       2017-10-19  72000   36-45ys      5 ['web', 'email']         20
## 2189       2015-06-07  61000   18-25ys      5 ['web', 'email']         20
## 2190       2016-07-29  95000   56-65ys      5 ['web', 'email']         20
## 2191       2017-08-04  52000   66-75ys      5 ['web', 'email']         20
## 2192       2015-10-16  31000   18-25ys      5 ['web', 'email']         20
## 2193       2015-11-23  76000   46-55ys      5 ['web', 'email']         20
## 2194       2017-10-07 101000    > 86ys      5 ['web', 'email']         20
## 2195       2017-10-01  34000   56-65ys      5 ['web', 'email']         20
## 2196       2016-06-28  39000   46-55ys      5 ['web', 'email']         20
## 2197       2017-09-23  62000   46-55ys      5 ['web', 'email']         20
## 2198       2017-01-26  61000   76-85ys      5 ['web', 'email']         20
## 2199       2018-06-05  58000   46-55ys      5 ['web', 'email']         20
## 2200       2018-07-26  67000   76-85ys      5 ['web', 'email']         20
## 2201       2016-02-17  61000   36-45ys      5 ['web', 'email']         20
## 2202       2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 2203       2018-06-12  75000   56-65ys      5 ['web', 'email']         20
## 2204       2017-03-05  68000   56-65ys      5 ['web', 'email']         20
## 2205       2016-09-08  91000   56-65ys      5 ['web', 'email']         20
## 2206       2017-12-24  58000   46-55ys      5 ['web', 'email']         20
## 2207       2017-08-30  41000   26-35ys      5 ['web', 'email']         20
## 2208       2018-06-20  58000   36-45ys      5 ['web', 'email']         20
## 2209       2018-03-28  64000   46-55ys      5 ['web', 'email']         20
## 2210       2017-08-25  73000   46-55ys      5 ['web', 'email']         20
## 2211       2016-06-29  84000   36-45ys      5 ['web', 'email']         20
## 2212       2017-03-11  82000   46-55ys      5 ['web', 'email']         20
## 2213       2014-03-25  55000    > 86ys      5 ['web', 'email']         20
## 2214       2015-12-31  41000   46-55ys      5 ['web', 'email']         20
## 2215       2015-05-21  87000   46-55ys      5 ['web', 'email']         20
## 2216       2018-06-04  64000   66-75ys      5 ['web', 'email']         20
## 2217       2017-03-13 104000   46-55ys      5 ['web', 'email']         20
## 2218       2018-02-02  55000   36-45ys      5 ['web', 'email']         20
## 2219       2014-06-03  99000   36-45ys      5 ['web', 'email']         20
## 2220       2015-12-12  85000   36-45ys      5 ['web', 'email']         20
## 2221       2016-12-21  51000   36-45ys      5 ['web', 'email']         20
## 2222       2016-11-22  81000    > 86ys      5 ['web', 'email']         20
## 2223       2015-06-20  69000   56-65ys      5 ['web', 'email']         20
## 2224       2017-11-06  67000   46-55ys      5 ['web', 'email']         20
## 2225       2018-02-07  67000   76-85ys      5 ['web', 'email']         20
## 2226       2015-12-12  85000   36-45ys      5 ['web', 'email']         20
## 2227       2016-10-17 101000   66-75ys      5 ['web', 'email']         20
## 2228       2016-05-21  51000   76-85ys      5 ['web', 'email']         20
## 2229       2016-05-06  66000   46-55ys      5 ['web', 'email']         20
## 2230       2018-06-17  52000   66-75ys      5 ['web', 'email']         20
## 2231       2014-06-16  79000   56-65ys      5 ['web', 'email']         20
## 2232       2017-09-16  50000   18-25ys      5 ['web', 'email']         20
## 2233       2017-09-04  43000   76-85ys      5 ['web', 'email']         20
## 2234       2018-07-07  84000   46-55ys      5 ['web', 'email']         20
## 2235       2018-06-24  72000   36-45ys      5 ['web', 'email']         20
## 2236       2018-07-07  84000   46-55ys      5 ['web', 'email']         20
## 2237       2017-02-05  55000   46-55ys      5 ['web', 'email']         20
## 2238       2017-02-05  55000   46-55ys      5 ['web', 'email']         20
## 2239       2017-12-22  54000   56-65ys      5 ['web', 'email']         20
## 2240       2018-01-29  80000   56-65ys      5 ['web', 'email']         20
## 2241       2015-09-30  81000   76-85ys      5 ['web', 'email']         20
## 2242       2016-11-29  87000   66-75ys      5 ['web', 'email']         20
## 2243       2016-09-10  55000   46-55ys      5 ['web', 'email']         20
## 2244       2016-01-13  72000   18-25ys      5 ['web', 'email']         20
## 2245       2018-07-05  36000   56-65ys      5 ['web', 'email']         20
## 2246       2015-11-26  74000   76-85ys      5 ['web', 'email']         20
## 2247       2013-08-13  62000   56-65ys      5 ['web', 'email']         20
## 2248       2018-07-09  67000   56-65ys      5 ['web', 'email']         20
## 2249       2017-06-21  88000   46-55ys      5 ['web', 'email']         20
## 2250       2017-06-06 109000   56-65ys      5 ['web', 'email']         20
## 2251       2018-07-13  38000   36-45ys      5 ['web', 'email']         20
## 2252       2017-09-16  78000   36-45ys      5 ['web', 'email']         20
## 2253       2017-07-25  92000   56-65ys      5 ['web', 'email']         20
## 2254       2015-08-10 108000   56-65ys      5 ['web', 'email']         20
## 2255       2016-09-30  61000   76-85ys      5 ['web', 'email']         20
## 2256       2018-03-25  56000   46-55ys      5 ['web', 'email']         20
## 2257       2017-09-16  78000   36-45ys      5 ['web', 'email']         20
## 2258       2016-09-19  79000   56-65ys      5 ['web', 'email']         20
## 2259       2015-11-28  74000   66-75ys      5 ['web', 'email']         20
## 2260       2017-03-16  41000   56-65ys      5 ['web', 'email']         20
## 2261       2017-12-18  52000   56-65ys      5 ['web', 'email']         20
## 2262       2018-05-06  41000   46-55ys      5 ['web', 'email']         20
## 2263       2018-06-13  75000   36-45ys      5 ['web', 'email']         20
## 2264       2018-01-18  54000   46-55ys      5 ['web', 'email']         20
## 2265       2017-08-18  68000   66-75ys      5 ['web', 'email']         20
## 2266       2017-06-01  83000   66-75ys      5 ['web', 'email']         20
## 2267       2016-06-25  58000   36-45ys      5 ['web', 'email']         20
## 2268       2016-01-04  53000   46-55ys      5 ['web', 'email']         20
## 2269       2017-09-09  51000   36-45ys      5 ['web', 'email']         20
## 2270       2018-05-28  77000   76-85ys      5 ['web', 'email']         20
## 2271       2014-01-24  63000   66-75ys      5 ['web', 'email']         20
## 2272       2018-01-25  55000   46-55ys      5 ['web', 'email']         20
## 2273       2016-10-09  72000   46-55ys      5 ['web', 'email']         20
## 2274       2016-11-22  95000   56-65ys      5 ['web', 'email']         20
## 2275       2015-10-25  60000   46-55ys      5 ['web', 'email']         20
## 2276       2017-09-09  51000   36-45ys      5 ['web', 'email']         20
## 2277       2017-09-09  32000   36-45ys      5 ['web', 'email']         20
## 2278       2016-08-17  65000   66-75ys      5 ['web', 'email']         20
## 2279       2017-10-27  32000   36-45ys      5 ['web', 'email']         20
## 2280       2015-02-04  72000   56-65ys      5 ['web', 'email']         20
## 2281       2018-01-18  72000   26-35ys      5 ['web', 'email']         20
## 2282       2016-03-29  51000   56-65ys      5 ['web', 'email']         20
## 2283       2017-11-24  65000   36-45ys      5 ['web', 'email']         20
## 2284       2016-06-08  66000   76-85ys      5 ['web', 'email']         20
## 2285       2018-01-15  58000   56-65ys      5 ['web', 'email']         20
## 2286       2016-07-19  95000   36-45ys      5 ['web', 'email']         20
## 2287       2017-08-18  50000   66-75ys      5 ['web', 'email']         20
## 2288       2018-01-25  55000   46-55ys      5 ['web', 'email']         20
## 2289       2017-11-24  65000   36-45ys      5 ['web', 'email']         20
## 2290       2016-03-03  31000   18-25ys      5 ['web', 'email']         20
## 2291       2016-01-31  57000   76-85ys      5 ['web', 'email']         20
## 2292       2017-11-28  72000    > 86ys      5 ['web', 'email']         20
## 2293       2017-02-26  82000   66-75ys      5 ['web', 'email']         20
## 2294       2018-06-29  32000   36-45ys      5 ['web', 'email']         20
## 2295       2017-08-21  37000   66-75ys      5 ['web', 'email']         20
## 2296       2017-08-02  42000   46-55ys      5 ['web', 'email']         20
## 2297       2017-06-26  72000   26-35ys      5 ['web', 'email']         20
## 2298       2016-11-22  95000   56-65ys      5 ['web', 'email']         20
## 2299       2017-09-07  79000   76-85ys      5 ['web', 'email']         20
## 2300       2017-12-17 115000   46-55ys      5 ['web', 'email']         20
## 2301       2018-05-24  65000   76-85ys      5 ['web', 'email']         20
## 2302       2016-12-18  91000   56-65ys      5 ['web', 'email']         20
## 2303       2016-12-16  97000   56-65ys      5 ['web', 'email']         20
## 2304       2018-07-15  39000   46-55ys      5 ['web', 'email']         20
## 2305       2015-09-09  81000   66-75ys      5 ['web', 'email']         20
## 2306       2017-06-14  65000   36-45ys      5 ['web', 'email']         20
## 2307       2018-01-19  51000   66-75ys      5 ['web', 'email']         20
## 2308       2018-03-17  61000   36-45ys      5 ['web', 'email']         20
## 2309       2017-08-23  40000   18-25ys      5 ['web', 'email']         20
## 2310       2018-05-21  91000   76-85ys      5 ['web', 'email']         20
## 2311       2017-04-11  68000   46-55ys      5 ['web', 'email']         20
## 2312       2018-03-22  51000   56-65ys      5 ['web', 'email']         20
## 2313       2017-09-22  43000   46-55ys      5 ['web', 'email']         20
## 2314       2018-06-06  33000   18-25ys      5 ['web', 'email']         20
## 2315       2017-02-02  73000   56-65ys      5 ['web', 'email']         20
## 2316       2017-05-18  57000   36-45ys      5 ['web', 'email']         20
## 2317       2017-02-07  59000   18-25ys      5 ['web', 'email']         20
## 2318       2014-11-08  32000   26-35ys      5 ['web', 'email']         20
## 2319       2017-11-25  61000   36-45ys      5 ['web', 'email']         20
## 2320       2018-01-25  41000   46-55ys      5 ['web', 'email']         20
## 2321       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 2322       2015-12-24  69000   66-75ys      5 ['web', 'email']         20
## 2323       2018-07-26  92000   66-75ys      5 ['web', 'email']         20
## 2324       2016-05-17  73000   56-65ys      5 ['web', 'email']         20
## 2325       2016-09-06  89000   66-75ys      5 ['web', 'email']         20
## 2326       2017-10-17  67000   18-25ys      5 ['web', 'email']         20
## 2327       2017-08-20  72000   66-75ys      5 ['web', 'email']         20
## 2328       2014-07-04  34000   76-85ys      5 ['web', 'email']         20
## 2329       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 2330       2016-01-31  90000   66-75ys      5 ['web', 'email']         20
## 2331       2016-01-14 100000   46-55ys      5 ['web', 'email']         20
## 2332       2016-09-20  64000   66-75ys      5 ['web', 'email']         20
## 2333       2018-01-16  51000   26-35ys      5 ['web', 'email']         20
## 2334       2017-02-05  39000   36-45ys      5 ['web', 'email']         20
## 2335       2016-05-28  50000   18-25ys      5 ['web', 'email']         20
## 2336       2015-12-14  70000   36-45ys      5 ['web', 'email']         20
## 2337       2016-08-12  57000   56-65ys      5 ['web', 'email']         20
## 2338       2017-11-14  48000   26-35ys      5 ['web', 'email']         20
## 2339       2017-10-12  65000    > 86ys      5 ['web', 'email']         20
## 2340       2017-11-14  48000   26-35ys      5 ['web', 'email']         20
## 2341       2015-12-08  91000   46-55ys      5 ['web', 'email']         20
## 2342       2015-09-04  74000   66-75ys      5 ['web', 'email']         20
## 2343       2017-08-13  75000   56-65ys      5 ['web', 'email']         20
## 2344       2018-02-08  58000   56-65ys      5 ['web', 'email']         20
## 2345       2016-08-29 107000   66-75ys      5 ['web', 'email']         20
## 2346       2018-05-25  35000   56-65ys      5 ['web', 'email']         20
## 2347       2018-03-03  97000   46-55ys      5 ['web', 'email']         20
## 2348       2017-05-19  65000   26-35ys      5 ['web', 'email']         20
## 2349       2017-11-26  47000    > 86ys      5 ['web', 'email']         20
## 2350       2017-07-13  94000   66-75ys      5 ['web', 'email']         20
## 2351       2017-12-06  78000   66-75ys      5 ['web', 'email']         20
## 2352       2017-05-02  57000   46-55ys      5 ['web', 'email']         20
## 2353       2017-04-04  37000   36-45ys      5 ['web', 'email']         20
## 2354       2016-08-20  52000   66-75ys      5 ['web', 'email']         20
## 2355       2016-08-04  52000   56-65ys      5 ['web', 'email']         20
## 2356       2017-05-30 108000   46-55ys      5 ['web', 'email']         20
## 2357       2016-04-15 112000   46-55ys      5 ['web', 'email']         20
## 2358       2017-09-04  75000   46-55ys      5 ['web', 'email']         20
## 2359       2017-01-06  49000   18-25ys      5 ['web', 'email']         20
## 2360       2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 2361       2018-04-22  37000   26-35ys      5 ['web', 'email']         20
## 2362       2016-02-28  52000   56-65ys      5 ['web', 'email']         20
## 2363       2017-09-01  43000   76-85ys      5 ['web', 'email']         20
## 2364       2016-02-01 104000   46-55ys      5 ['web', 'email']         20
## 2365       2017-11-20  87000   46-55ys      5 ['web', 'email']         20
## 2366       2017-10-08  39000   26-35ys      5 ['web', 'email']         20
## 2367       2017-10-03  73000   18-25ys      5 ['web', 'email']         20
## 2368       2017-09-10  53000   46-55ys      5 ['web', 'email']         20
## 2369       2018-07-22  76000   46-55ys      5 ['web', 'email']         20
## 2370       2016-05-08  40000   46-55ys      5 ['web', 'email']         20
## 2371       2018-01-07  51000   36-45ys      5 ['web', 'email']         20
## 2372       2017-09-14 103000   56-65ys      5 ['web', 'email']         20
## 2373       2016-07-25  54000   46-55ys      5 ['web', 'email']         20
## 2374       2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 2375       2016-06-01  59000   56-65ys      5 ['web', 'email']         20
## 2376       2017-02-13  90000   36-45ys      5 ['web', 'email']         20
## 2377       2017-09-12  81000   56-65ys      5 ['web', 'email']         20
## 2378       2017-09-12  81000   56-65ys      5 ['web', 'email']         20
## 2379       2016-07-05  69000   66-75ys      5 ['web', 'email']         20
## 2380       2018-02-26  48000   56-65ys      5 ['web', 'email']         20
## 2381       2017-09-12  81000   56-65ys      5 ['web', 'email']         20
## 2382       2017-04-25  73000   26-35ys      5 ['web', 'email']         20
## 2383       2017-09-09  81000   56-65ys      5 ['web', 'email']         20
## 2384       2017-02-13  92000   56-65ys      5 ['web', 'email']         20
## 2385       2018-02-07  58000   66-75ys      5 ['web', 'email']         20
## 2386       2018-07-15  74000   56-65ys      5 ['web', 'email']         20
## 2387       2017-02-20  73000   46-55ys      5 ['web', 'email']         20
## 2388       2017-03-01  52000   76-85ys      5 ['web', 'email']         20
## 2389       2017-10-08  53000   18-25ys      5 ['web', 'email']         20
## 2390       2017-11-21  50000   26-35ys      5 ['web', 'email']         20
## 2391       2017-11-01  99000   66-75ys      5 ['web', 'email']         20
## 2392       2018-05-19  74000   36-45ys      5 ['web', 'email']         20
## 2393       2016-01-03  90000   56-65ys      5 ['web', 'email']         20
## 2394       2017-03-09  52000   26-35ys      5 ['web', 'email']         20
## 2395       2017-09-21  40000   56-65ys      5 ['web', 'email']         20
## 2396       2016-10-01  96000   76-85ys      5 ['web', 'email']         20
## 2397       2017-07-05  54000   36-45ys      5 ['web', 'email']         20
## 2398       2017-01-31  75000   46-55ys      5 ['web', 'email']         20
## 2399       2016-03-06  77000   46-55ys      5 ['web', 'email']         20
## 2400       2018-06-29  98000   56-65ys      5 ['web', 'email']         20
## 2401       2018-02-16  83000   56-65ys      5 ['web', 'email']         20
## 2402       2017-08-27  58000   36-45ys      5 ['web', 'email']         20
## 2403       2016-07-11  41000   18-25ys      5 ['web', 'email']         20
## 2404       2013-10-07  54000   46-55ys      5 ['web', 'email']         20
## 2405       2017-01-27  75000   66-75ys      5 ['web', 'email']         20
## 2406       2017-03-12  83000   36-45ys      5 ['web', 'email']         20
## 2407       2018-04-16  51000   18-25ys      5 ['web', 'email']         20
## 2408       2017-11-22  52000   36-45ys      5 ['web', 'email']         20
## 2409       2017-04-03  74000   56-65ys      5 ['web', 'email']         20
## 2410       2016-02-01  51000   56-65ys      5 ['web', 'email']         20
## 2411       2018-03-21  86000    > 86ys      5 ['web', 'email']         20
## 2412       2016-07-28 119000   46-55ys      5 ['web', 'email']         20
## 2413       2015-10-01  50000   56-65ys      5 ['web', 'email']         20
## 2414       2017-11-05  74000   46-55ys      5 ['web', 'email']         20
## 2415       2018-04-10  55000   18-25ys      5 ['web', 'email']         20
## 2416       2018-01-01  60000   36-45ys      5 ['web', 'email']         20
## 2417       2015-08-31  85000   46-55ys      5 ['web', 'email']         20
## 2418       2017-11-07  49000   18-25ys      5 ['web', 'email']         20
## 2419       2014-09-27  91000   66-75ys      5 ['web', 'email']         20
## 2420       2018-02-24  49000   18-25ys      5 ['web', 'email']         20
## 2421       2018-03-09  94000   56-65ys      5 ['web', 'email']         20
## 2422       2016-05-05  54000   46-55ys      5 ['web', 'email']         20
## 2423       2016-07-22  38000   66-75ys      5 ['web', 'email']         20
## 2424       2018-03-28  88000   76-85ys      5 ['web', 'email']         20
## 2425       2018-02-06  85000   56-65ys      5 ['web', 'email']         20
## 2426       2017-05-12  64000   18-25ys      5 ['web', 'email']         20
## 2427       2016-09-08  79000   76-85ys      5 ['web', 'email']         20
## 2428       2016-06-19  97000   56-65ys      5 ['web', 'email']         20
## 2429       2015-09-20  54000   26-35ys      5 ['web', 'email']         20
## 2430       2018-02-26  35000   56-65ys      5 ['web', 'email']         20
## 2431       2015-12-14  83000   46-55ys      5 ['web', 'email']         20
## 2432       2014-04-24  33000   36-45ys      5 ['web', 'email']         20
## 2433       2017-08-25  35000   56-65ys      5 ['web', 'email']         20
## 2434       2017-12-08  74000   66-75ys      5 ['web', 'email']         20
## 2435       2016-07-04 100000   46-55ys      5 ['web', 'email']         20
## 2436       2016-05-22  81000   56-65ys      5 ['web', 'email']         20
## 2437       2016-02-15 103000   56-65ys      5 ['web', 'email']         20
## 2438       2015-12-14  83000   46-55ys      5 ['web', 'email']         20
## 2439       2017-02-20  59000   46-55ys      5 ['web', 'email']         20
## 2440       2015-12-14  83000   46-55ys      5 ['web', 'email']         20
## 2441       2018-02-17  39000   56-65ys      5 ['web', 'email']         20
## 2442       2017-09-20  73000   26-35ys      5 ['web', 'email']         20
## 2443       2016-08-19  70000   66-75ys      5 ['web', 'email']         20
## 2444       2015-10-02  36000   26-35ys      5 ['web', 'email']         20
## 2445       2018-05-22  49000   46-55ys      5 ['web', 'email']         20
## 2446       2018-03-25  94000   66-75ys      5 ['web', 'email']         20
## 2447       2016-08-13  40000   56-65ys      5 ['web', 'email']         20
## 2448       2017-02-12  57000   46-55ys      5 ['web', 'email']         20
## 2449       2018-06-14  63000    > 86ys      5 ['web', 'email']         20
## 2450       2018-01-23  55000   56-65ys      5 ['web', 'email']         20
## 2451       2016-09-03  59000   56-65ys      5 ['web', 'email']         20
## 2452       2018-07-04  42000   46-55ys      5 ['web', 'email']         20
## 2453       2016-08-23 100000   46-55ys      5 ['web', 'email']         20
## 2454       2018-06-30  53000   66-75ys      5 ['web', 'email']         20
## 2455       2017-08-15  86000   56-65ys      5 ['web', 'email']         20
## 2456       2017-07-01  74000   56-65ys      5 ['web', 'email']         20
## 2457       2018-03-17  53000   46-55ys      5 ['web', 'email']         20
## 2458       2018-06-29  36000   56-65ys      5 ['web', 'email']         20
## 2459       2017-12-12  75000   36-45ys      5 ['web', 'email']         20
## 2460       2018-07-10  74000   76-85ys      5 ['web', 'email']         20
## 2461       2018-06-13  74000   76-85ys      5 ['web', 'email']         20
## 2462       2017-07-10  69000   56-65ys      5 ['web', 'email']         20
## 2463       2017-10-31  77000   56-65ys      5 ['web', 'email']         20
## 2464       2017-05-17  74000   56-65ys      5 ['web', 'email']         20
## 2465       2015-12-29  95000   66-75ys      5 ['web', 'email']         20
## 2466       2018-06-29  36000   56-65ys      5 ['web', 'email']         20
## 2467       2015-10-27  74000   36-45ys      5 ['web', 'email']         20
## 2468       2016-02-14  48000   46-55ys      5 ['web', 'email']         20
## 2469       2017-04-29  55000   56-65ys      5 ['web', 'email']         20
## 2470       2017-06-04  85000   46-55ys      5 ['web', 'email']         20
## 2471       2017-12-28  41000   26-35ys      5 ['web', 'email']         20
## 2472       2016-03-16  79000   56-65ys      5 ['web', 'email']         20
## 2473       2017-09-19  33000   26-35ys      5 ['web', 'email']         20
## 2474       2017-07-26  32000   26-35ys      5 ['web', 'email']         20
## 2475       2017-11-23 100000   56-65ys      5 ['web', 'email']         20
## 2476       2015-10-10  40000   46-55ys      5 ['web', 'email']         20
## 2477       2017-08-06  81000   36-45ys      5 ['web', 'email']         20
## 2478       2014-04-26  51000   66-75ys      5 ['web', 'email']         20
## 2479       2018-05-06  55000   46-55ys      5 ['web', 'email']         20
## 2480       2016-06-13 106000   76-85ys      5 ['web', 'email']         20
## 2481       2015-12-29  95000   66-75ys      5 ['web', 'email']         20
## 2482       2016-09-03  59000   56-65ys      5 ['web', 'email']         20
## 2483       2018-04-02  65000   18-25ys      5 ['web', 'email']         20
## 2484       2017-11-19  51000   36-45ys      5 ['web', 'email']         20
## 2485       2017-11-23 100000   56-65ys      5 ['web', 'email']         20
## 2486       2015-07-14  96000   66-75ys      5 ['web', 'email']         20
## 2487       2014-11-02  62000   66-75ys      5 ['web', 'email']         20
## 2488       2016-03-07  34000   46-55ys      5 ['web', 'email']         20
## 2489       2017-09-11  98000   66-75ys      5 ['web', 'email']         20
## 2490       2018-03-21  76000   56-65ys      5 ['web', 'email']         20
## 2491       2016-03-02  99000   66-75ys      5 ['web', 'email']         20
## 2492       2017-06-28  79000   46-55ys      5 ['web', 'email']         20
## 2493       2017-05-03  66000   26-35ys      5 ['web', 'email']         20
## 2494       2017-08-01  58000   46-55ys      5 ['web', 'email']         20
## 2495       2015-10-13  61000   66-75ys      5 ['web', 'email']         20
## 2496       2018-05-22  60000   46-55ys      5 ['web', 'email']         20
## 2497       2018-06-11  35000   18-25ys      5 ['web', 'email']         20
## 2498       2018-06-08  35000   18-25ys      5 ['web', 'email']         20
## 2499       2016-04-12  79000   56-65ys      5 ['web', 'email']         20
## 2500       2016-07-10  98000   56-65ys      5 ['web', 'email']         20
## 2501       2016-04-24  72000   56-65ys      5 ['web', 'email']         20
## 2502       2017-06-19  83000   46-55ys      5 ['web', 'email']         20
## 2503       2016-11-13  77000   46-55ys      5 ['web', 'email']         20
## 2504       2017-04-11  71000   36-45ys      5 ['web', 'email']         20
## 2505       2018-06-13 102000   66-75ys      5 ['web', 'email']         20
## 2506       2018-05-08  56000   18-25ys      5 ['web', 'email']         20
## 2507       2017-07-26  95000    > 86ys      5 ['web', 'email']         20
## 2508       2016-05-11  39000   18-25ys      5 ['web', 'email']         20
## 2509       2016-12-30  82000   56-65ys      5 ['web', 'email']         20
## 2510       2016-11-13  77000   46-55ys      5 ['web', 'email']         20
## 2511       2018-05-02  81000   76-85ys      5 ['web', 'email']         20
## 2512       2018-01-26  58000   46-55ys      5 ['web', 'email']         20
## 2513       2018-02-05  53000   36-45ys      5 ['web', 'email']         20
## 2514       2015-08-06  55000   56-65ys      5 ['web', 'email']         20
## 2515       2016-09-21  54000   36-45ys      5 ['web', 'email']         20
## 2516       2017-12-25  45000   18-25ys      5 ['web', 'email']         20
## 2517       2018-07-08  61000   26-35ys      5 ['web', 'email']         20
## 2518       2017-02-01  72000   46-55ys      5 ['web', 'email']         20
## 2519       2017-11-02  99000   56-65ys      5 ['web', 'email']         20
## 2520       2017-05-24  66000   66-75ys      5 ['web', 'email']         20
## 2521       2017-03-08  70000   66-75ys      5 ['web', 'email']         20
## 2522       2017-08-29  82000   56-65ys      5 ['web', 'email']         20
## 2523       2016-08-16  57000   76-85ys      5 ['web', 'email']         20
## 2524       2017-12-14  75000   66-75ys      5 ['web', 'email']         20
## 2525       2017-10-28  37000   56-65ys      5 ['web', 'email']         20
## 2526       2017-11-01  55000   46-55ys      5 ['web', 'email']         20
## 2527       2018-02-11  77000   46-55ys      5 ['web', 'email']         20
## 2528       2015-04-20  74000   26-35ys      5 ['web', 'email']         20
## 2529       2017-03-02 103000   46-55ys      5 ['web', 'email']         20
## 2530       2017-04-05  77000   46-55ys      5 ['web', 'email']         20
## 2531       2017-02-12  61000   18-25ys      5 ['web', 'email']         20
## 2532       2018-01-23  90000   46-55ys      5 ['web', 'email']         20
## 2533       2016-07-18  33000   66-75ys      5 ['web', 'email']         20
## 2534       2018-01-30  67000   46-55ys      5 ['web', 'email']         20
## 2535       2017-02-20  35000   18-25ys      5 ['web', 'email']         20
## 2536       2017-12-27  66000   18-25ys      5 ['web', 'email']         20
## 2537       2016-06-30  69000   36-45ys      5 ['web', 'email']         20
## 2538       2017-07-24  44000   18-25ys      5 ['web', 'email']         20
## 2539       2016-01-01  69000   36-45ys      5 ['web', 'email']         20
## 2540       2015-08-16  60000   36-45ys      5 ['web', 'email']         20
## 2541       2016-03-25  88000   46-55ys      5 ['web', 'email']         20
## 2542       2017-10-22  92000   66-75ys      5 ['web', 'email']         20
## 2543       2018-05-18  72000   36-45ys      5 ['web', 'email']         20
## 2544       2017-06-30  79000   66-75ys      5 ['web', 'email']         20
## 2545       2018-02-23  52000   36-45ys      5 ['web', 'email']         20
## 2546       2017-10-06  39000   66-75ys      5 ['web', 'email']         20
## 2547       2018-05-23  39000   66-75ys      5 ['web', 'email']         20
## 2548       2017-11-27  82000    > 86ys      5 ['web', 'email']         20
## 2549       2018-03-23  85000   66-75ys      5 ['web', 'email']         20
## 2550       2015-10-30  74000   66-75ys      5 ['web', 'email']         20
## 2551       2017-12-18  57000   66-75ys      5 ['web', 'email']         20
## 2552       2018-03-06  76000   66-75ys      5 ['web', 'email']         20
## 2553       2017-04-08  97000   46-55ys      5 ['web', 'email']         20
## 2554       2018-06-10  71000   26-35ys      5 ['web', 'email']         20
## 2555       2016-07-29  95000   56-65ys      5 ['web', 'email']         20
## 2556       2016-09-15  88000   46-55ys      5 ['web', 'email']         20
## 2557       2018-05-27  73000   46-55ys      5 ['web', 'email']         20
## 2558       2018-02-26  53000   46-55ys      5 ['web', 'email']         20
## 2559       2014-02-03  92000   66-75ys      5 ['web', 'email']         20
## 2560       2017-12-24  58000   46-55ys      5 ['web', 'email']         20
## 2561       2018-03-07  57000   46-55ys      5 ['web', 'email']         20
## 2562       2017-02-04  44000   26-35ys      5 ['web', 'email']         20
## 2563       2017-12-18  57000   66-75ys      5 ['web', 'email']         20
## 2564       2016-12-24  67000   56-65ys      5 ['web', 'email']         20
## 2565       2017-11-30  50000   66-75ys      5 ['web', 'email']         20
## 2566       2017-05-12  63000   46-55ys      5 ['web', 'email']         20
## 2567       2018-01-30  77000   46-55ys      5 ['web', 'email']         20
## 2568       2018-03-19  48000   36-45ys      5 ['web', 'email']         20
## 2569       2017-09-24  55000   36-45ys      5 ['web', 'email']         20
## 2570       2017-04-18  95000   46-55ys      5 ['web', 'email']         20
## 2571       2018-03-28  64000   46-55ys      5 ['web', 'email']         20
## 2572       2015-10-22  84000   66-75ys      5 ['web', 'email']         20
## 2573       2018-03-07 103000   56-65ys      5 ['web', 'email']         20
## 2574       2018-01-20  40000   66-75ys      5 ['web', 'email']         20
## 2575       2016-06-26  69000   18-25ys      5 ['web', 'email']         20
## 2576       2017-06-06  79000   46-55ys      5 ['web', 'email']         20
## 2577       2018-06-20  58000   36-45ys      5 ['web', 'email']         20
## 2578       2016-05-08  76000   56-65ys      5 ['web', 'email']         20
## 2579       2018-07-13  64000   18-25ys      5 ['web', 'email']         20
## 2580       2017-08-10  63000   56-65ys      5 ['web', 'email']         20
## 2581       2016-06-05  54000   56-65ys      5 ['web', 'email']         20
## 2582       2016-08-02 112000   46-55ys      5 ['web', 'email']         20
## 2583       2017-04-20  55000   46-55ys      5 ['web', 'email']         20
## 2584       2018-05-23  58000   76-85ys      5 ['web', 'email']         20
## 2585       2016-01-03  47000   76-85ys      5 ['web', 'email']         20
## 2586       2017-12-22  64000   18-25ys      5 ['web', 'email']         20
## 2587       2016-11-21  65000   46-55ys      5 ['web', 'email']         20
## 2588       2018-01-14  59000   18-25ys      5 ['web', 'email']         20
## 2589       2017-10-15  66000   66-75ys      5 ['web', 'email']         20
## 2590       2018-06-04  64000   66-75ys      5 ['web', 'email']         20
## 2591       2017-10-22 112000   56-65ys      5 ['web', 'email']         20
## 2592       2015-09-06 103000   56-65ys      5 ['web', 'email']         20
## 2593       2017-09-20  41000   26-35ys      5 ['web', 'email']         20
## 2594       2017-12-29  81000   66-75ys      5 ['web', 'email']         20
## 2595       2016-09-08  46000   36-45ys      5 ['web', 'email']         20
## 2596       2017-08-01  61000   36-45ys      5 ['web', 'email']         20
## 2597       2015-08-27  94000   76-85ys      5 ['web', 'email']         20
## 2598       2018-06-04  64000   66-75ys      5 ['web', 'email']         20
## 2599       2015-12-15  38000   56-65ys      5 ['web', 'email']         20
## 2600       2017-06-27 105000   56-65ys      5 ['web', 'email']         20
## 2601       2018-07-13  38000   36-45ys      5 ['web', 'email']         20
## 2602       2014-05-06  92000   66-75ys      5 ['web', 'email']         20
## 2603       2017-07-25  92000   56-65ys      5 ['web', 'email']         20
## 2604       2017-12-23  37000   46-55ys      5 ['web', 'email']         20
## 2605       2016-07-25  84000   46-55ys      5 ['web', 'email']         20
## 2606       2017-09-30  97000   46-55ys      5 ['web', 'email']         20
## 2607       2018-04-24  73000   46-55ys      5 ['web', 'email']         20
## 2608       2018-03-24  33000   36-45ys      5 ['web', 'email']         20
## 2609       2018-04-01  70000   46-55ys      5 ['web', 'email']         20
## 2610       2014-03-24  65000   36-45ys      5 ['web', 'email']         20
## 2611       2018-03-17  60000   56-65ys      5 ['web', 'email']         20
## 2612       2018-05-18  58000   36-45ys      5 ['web', 'email']         20
## 2613       2016-08-09  71000   56-65ys      5 ['web', 'email']         20
## 2614       2018-04-24  73000   46-55ys      5 ['web', 'email']         20
## 2615       2018-01-02  83000   46-55ys      5 ['web', 'email']         20
## 2616       2016-10-30  41000    > 86ys      5 ['web', 'email']         20
## 2617       2016-04-07  64000   56-65ys      5 ['web', 'email']         20
## 2618       2018-06-14  80000   66-75ys      5 ['web', 'email']         20
## 2619       2018-03-19  51000   26-35ys      5 ['web', 'email']         20
## 2620       2017-10-25  51000   26-35ys      5 ['web', 'email']         20
## 2621       2018-03-19  51000   26-35ys      5 ['web', 'email']         20
## 2622       2016-08-01 115000   76-85ys      5 ['web', 'email']         20
## 2623       2017-09-27  54000   18-25ys      5 ['web', 'email']         20
## 2624       2015-02-01  35000   36-45ys      5 ['web', 'email']         20
## 2625       2017-11-20  94000   56-65ys      5 ['web', 'email']         20
## 2626       2017-04-16  42000   46-55ys      5 ['web', 'email']         20
## 2627       2015-08-28 117000   46-55ys      5 ['web', 'email']         20
## 2628       2018-06-17  43000   66-75ys      5 ['web', 'email']         20
## 2629       2016-10-09  72000   46-55ys      5 ['web', 'email']         20
## 2630       2016-07-12  73000   46-55ys      5 ['web', 'email']         20
## 2631       2015-05-14  41000   36-45ys      5 ['web', 'email']         20
## 2632       2016-07-07 102000   56-65ys      5 ['web', 'email']         20
## 2633       2015-12-31  99000   76-85ys      5 ['web', 'email']         20
## 2634       2015-10-25  60000   46-55ys      5 ['web', 'email']         20
## 2635       2018-03-08  40000   36-45ys      5 ['web', 'email']         20
## 2636       2016-05-24  89000   56-65ys      5 ['web', 'email']         20
## 2637       2015-10-25  46000   66-75ys      5 ['web', 'email']         20
## 2638       2018-04-26  45000   36-45ys      5 ['web', 'email']         20
## 2639       2013-12-15  96000   56-65ys      5 ['web', 'email']         20
## 2640       2017-04-13  52000   76-85ys      5 ['web', 'email']         20
## 2641       2017-05-26  57000   56-65ys      5 ['web', 'email']         20
## 2642       2017-09-11  94000    > 86ys      5 ['web', 'email']         20
## 2643       2016-03-28  37000   56-65ys      5 ['web', 'email']         20
## 2644       2016-08-12  68000   56-65ys      5 ['web', 'email']         20
## 2645       2017-08-08  74000    > 86ys      5 ['web', 'email']         20
## 2646       2018-02-07  53000   18-25ys      5 ['web', 'email']         20
## 2647       2017-07-13  55000   76-85ys      5 ['web', 'email']         20
## 2648       2018-05-07  36000   56-65ys      5 ['web', 'email']         20
## 2649       2017-12-07  60000   18-25ys      5 ['web', 'email']         20
## 2650       2017-11-28  72000    > 86ys      5 ['web', 'email']         20
## 2651       2016-04-06  67000   46-55ys      5 ['web', 'email']         20
## 2652       2017-11-23  67000   36-45ys      5 ['web', 'email']         20
## 2653       2016-07-22 109000   46-55ys      5 ['web', 'email']         20
## 2654       2017-12-21  54000   36-45ys      5 ['web', 'email']         20
## 2655       2018-05-13  69000   66-75ys      5 ['web', 'email']         20
## 2656       2016-11-05  44000   36-45ys      5 ['web', 'email']         20
## 2657       2016-09-01  96000   46-55ys      5 ['web', 'email']         20
## 2658       2017-08-06  76000   36-45ys      5 ['web', 'email']         20
## 2659       2018-06-28  38000   18-25ys      5 ['web', 'email']         20
## 2660       2016-10-17  69000   36-45ys      5 ['web', 'email']         20
## 2661       2018-02-25  36000   46-55ys      5 ['web', 'email']         20
## 2662       2018-03-02  73000   26-35ys      5 ['web', 'email']         20
## 2663       2015-12-11  52000   66-75ys      5 ['web', 'email']         20
## 2664       2014-07-24  77000   46-55ys      5 ['web', 'email']         20
## 2665       2016-11-24  74000   18-25ys      5 ['web', 'email']         20
## 2666       2014-05-01  42000   18-25ys      5 ['web', 'email']         20
## 2667       2016-04-17  45000   66-75ys      5 ['web', 'email']         20
## 2668       2018-03-07  89000   56-65ys      5 ['web', 'email']         20
## 2669       2017-04-27  71000   36-45ys      5 ['web', 'email']         20
## 2670       2018-04-20  52000   46-55ys      5 ['web', 'email']         20
## 2671       2018-06-06  37000   46-55ys      5 ['web', 'email']         20
## 2672       2018-07-22  61000   36-45ys      5 ['web', 'email']         20
## 2673       2018-04-14  64000   56-65ys      5 ['web', 'email']         20
## 2674       2017-11-23  53000   18-25ys      5 ['web', 'email']         20
## 2675       2018-05-06  31000   26-35ys      5 ['web', 'email']         20
## 2676       2018-05-27  70000   36-45ys      5 ['web', 'email']         20
## 2677       2016-09-12  69000   46-55ys      5 ['web', 'email']         20
## 2678       2016-06-13  33000    > 86ys      5 ['web', 'email']         20
## 2679       2018-07-06  96000   46-55ys      5 ['web', 'email']         20
## 2680       2016-09-23  57000   46-55ys      5 ['web', 'email']         20
## 2681       2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 2682       2017-12-09  83000   46-55ys      5 ['web', 'email']         20
## 2683       2018-02-16  51000   46-55ys      5 ['web', 'email']         20
## 2684       2018-07-22  63000   66-75ys      5 ['web', 'email']         20
## 2685       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 2686       2016-11-25  97000   66-75ys      5 ['web', 'email']         20
## 2687       2017-09-16  53000   56-65ys      5 ['web', 'email']         20
## 2688       2017-12-02  54000   18-25ys      5 ['web', 'email']         20
## 2689       2018-04-14  54000   56-65ys      5 ['web', 'email']         20
## 2690       2017-01-30 120000   56-65ys      5 ['web', 'email']         20
## 2691       2016-10-28  33000   66-75ys      5 ['web', 'email']         20
## 2692       2017-11-06  32000   36-45ys      5 ['web', 'email']         20
## 2693       2016-07-22  74000   46-55ys      5 ['web', 'email']         20
## 2694       2016-02-19  80000   76-85ys      5 ['web', 'email']         20
## 2695       2015-06-23  92000   56-65ys      5 ['web', 'email']         20
## 2696       2016-06-13  33000    > 86ys      5 ['web', 'email']         20
## 2697       2017-12-31  36000   56-65ys      5 ['web', 'email']         20
## 2698       2017-04-28  34000   56-65ys      5 ['web', 'email']         20
## 2699       2016-07-22  74000   46-55ys      5 ['web', 'email']         20
## 2700       2018-05-29  73000   18-25ys      5 ['web', 'email']         20
## 2701       2015-08-31  43000    > 86ys      5 ['web', 'email']         20
## 2702       2017-10-18  73000   56-65ys      5 ['web', 'email']         20
## 2703       2015-08-09  75000   76-85ys      5 ['web', 'email']         20
## 2704       2017-12-08  40000   36-45ys      5 ['web', 'email']         20
## 2705       2018-07-20  62000   56-65ys      5 ['web', 'email']         20
## 2706       2018-05-16  36000   26-35ys      5 ['web', 'email']         20
## 2707       2017-10-23  46000   26-35ys      5 ['web', 'email']         20
## 2708       2015-04-04  65000   66-75ys      5 ['web', 'email']         20
## 2709       2015-12-28 101000   76-85ys      5 ['web', 'email']         20
## 2710       2015-12-11  55000   46-55ys      5 ['web', 'email']         20
## 2711       2018-01-01 107000   76-85ys      5 ['web', 'email']         20
## 2712       2017-09-26  63000   36-45ys      5 ['web', 'email']         20
## 2713       2017-04-23  77000   36-45ys      5 ['web', 'email']         20
## 2714       2018-02-20  54000   36-45ys      5 ['web', 'email']         20
## 2715       2018-07-25 103000   76-85ys      5 ['web', 'email']         20
## 2716       2014-01-17  60000   56-65ys      5 ['web', 'email']         20
## 2717       2017-10-11  74000   26-35ys      5 ['web', 'email']         20
## 2718       2018-02-08  79000   46-55ys      5 ['web', 'email']         20
## 2719       2017-07-20 104000   56-65ys      5 ['web', 'email']         20
## 2720       2014-05-06  70000   46-55ys      5 ['web', 'email']         20
## 2721       2016-08-04  52000   56-65ys      5 ['web', 'email']         20
## 2722       2015-12-14  70000   36-45ys      5 ['web', 'email']         20
## 2723       2017-12-01  51000   26-35ys      5 ['web', 'email']         20
## 2724       2016-01-10 116000   46-55ys      5 ['web', 'email']         20
## 2725       2016-01-19  77000   76-85ys      5 ['web', 'email']         20
## 2726       2015-11-19  53000   26-35ys      5 ['web', 'email']         20
## 2727       2015-08-29  86000    > 86ys      5 ['web', 'email']         20
## 2728       2016-04-28 110000   46-55ys      5 ['web', 'email']         20
## 2729       2017-05-22  37000   66-75ys      5 ['web', 'email']         20
## 2730       2017-08-13  75000   56-65ys      5 ['web', 'email']         20
## 2731       2017-06-10  71000   46-55ys      5 ['web', 'email']         20
## 2732       2018-01-18  74000   56-65ys      5 ['web', 'email']         20
## 2733       2016-01-23  90000   66-75ys      5 ['web', 'email']         20
## 2734       2016-10-26  68000   66-75ys      5 ['web', 'email']         20
## 2735       2016-04-16 116000   76-85ys      5 ['web', 'email']         20
## 2736       2017-12-27  69000   56-65ys      5 ['web', 'email']         20
## 2737       2015-06-27  68000   18-25ys      5 ['web', 'email']         20
## 2738       2017-04-15  80000   56-65ys      5 ['web', 'email']         20
## 2739       2013-08-15  66000   66-75ys      5 ['web', 'email']         20
## 2740       2018-03-30  96000   46-55ys      5 ['web', 'email']         20
## 2741       2017-11-18  51000   36-45ys      5 ['web', 'email']         20
## 2742       2017-01-31  43000   56-65ys      5 ['web', 'email']         20
## 2743       2017-10-20 112000   56-65ys      5 ['web', 'email']         20
## 2744       2017-01-20  37000   76-85ys      5 ['web', 'email']         20
## 2745       2017-08-05  73000   56-65ys      5 ['web', 'email']         20
## 2746       2017-11-09  65000   56-65ys      5 ['web', 'email']         20
## 2747       2018-07-24  76000   66-75ys      5 ['web', 'email']         20
## 2748       2017-11-14  87000    > 86ys      5 ['web', 'email']         20
## 2749       2015-08-16  79000   56-65ys      5 ['web', 'email']         20
## 2750       2015-05-02  68000   56-65ys      5 ['web', 'email']         20
## 2751       2017-11-09  65000   56-65ys      5 ['web', 'email']         20
## 2752       2017-09-27  52000    > 86ys      5 ['web', 'email']         20
## 2753       2018-02-12  87000   46-55ys      5 ['web', 'email']         20
## 2754       2017-10-11 118000   66-75ys      5 ['web', 'email']         20
## 2755       2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 2756       2018-03-22  71000   46-55ys      5 ['web', 'email']         20
## 2757       2017-11-21  69000   66-75ys      5 ['web', 'email']         20
## 2758       2017-08-28  68000   46-55ys      5 ['web', 'email']         20
## 2759       2018-07-25  72000   66-75ys      5 ['web', 'email']         20
## 2760       2016-05-14 112000   56-65ys      5 ['web', 'email']         20
## 2761       2016-11-18  71000   26-35ys      5 ['web', 'email']         20
## 2762       2016-02-11 111000   56-65ys      5 ['web', 'email']         20
## 2763       2013-08-11  31000   66-75ys      5 ['web', 'email']         20
## 2764       2017-08-11  35000   46-55ys      5 ['web', 'email']         20
## 2765       2015-04-27  46000   46-55ys      5 ['web', 'email']         20
## 2766       2017-12-07 119000   56-65ys      5 ['web', 'email']         20
## 2767       2013-10-07  54000   46-55ys      5 ['web', 'email']         20
## 2768       2017-08-06 113000   56-65ys      5 ['web', 'email']         20
## 2769       2016-08-20  99000   56-65ys      5 ['web', 'email']         20
## 2770       2016-04-10  66000   56-65ys      5 ['web', 'email']         20
## 2771       2016-07-11  41000   18-25ys      5 ['web', 'email']         20
## 2772       2017-06-14  69000   46-55ys      5 ['web', 'email']         20
## 2773       2017-07-28  83000   46-55ys      5 ['web', 'email']         20
## 2774       2017-12-07  94000   76-85ys      5 ['web', 'email']         20
## 2775       2017-10-21 110000   56-65ys      5 ['web', 'email']         20
## 2776       2014-07-18  48000   76-85ys      5 ['web', 'email']         20
## 2777       2016-03-23  91000   56-65ys      5 ['web', 'email']         20
## 2778       2017-04-03  74000   56-65ys      5 ['web', 'email']         20
## 2779       2015-07-29  58000   36-45ys      5 ['web', 'email']         20
## 2780       2018-02-25  92000   56-65ys      5 ['web', 'email']         20
## 2781       2015-10-01  50000   56-65ys      5 ['web', 'email']         20
## 2782       2017-10-19  58000   36-45ys      5 ['web', 'email']         20
## 2783       2017-11-21  85000   66-75ys      5 ['web', 'email']         20
## 2784       2015-11-03  53000   18-25ys      5 ['web', 'email']         20
## 2785       2017-11-01 100000   36-45ys      5 ['web', 'email']         20
## 2786       2018-05-24  85000   56-65ys      5 ['web', 'email']         20
## 2787       2018-07-25  96000   76-85ys      5 ['web', 'email']         20
## 2788       2017-10-25  40000    > 86ys      5 ['web', 'email']         20
## 2789       2014-05-21  38000   36-45ys      5 ['web', 'email']         20
## 2790       2017-03-28  32000   66-75ys      5 ['web', 'email']         20
## 2791       2017-02-12  52000   66-75ys      5 ['web', 'email']         20
## 2792       2017-11-16 106000   46-55ys      5 ['web', 'email']         20
## 2793       2015-11-18  68000   18-25ys      5 ['web', 'email']         20
## 2794       2016-10-14  76000   56-65ys      5 ['web', 'email']         20
## 2795       2016-12-08 111000   66-75ys      5 ['web', 'email']         20
## 2796       2017-07-26  70000   36-45ys      5 ['web', 'email']         20
## 2797       2016-04-15 115000   56-65ys      5 ['web', 'email']         20
## 2798       2014-10-11  66000   76-85ys      5 ['web', 'email']         20
## 2799       2018-03-28  61000   56-65ys      5 ['web', 'email']         20
## 2800       2018-02-09  70000   76-85ys      5 ['web', 'email']         20
## 2801       2016-07-31  84000   66-75ys      5 ['web', 'email']         20
## 2802       2015-12-09  66000   56-65ys      5 ['web', 'email']         20
## 2803       2015-11-22  46000   36-45ys      5 ['web', 'email']         20
## 2804       2016-11-03  45000   46-55ys      5 ['web', 'email']         20
## 2805       2018-02-09  70000   76-85ys      5 ['web', 'email']         20
## 2806       2014-04-01  42000   18-25ys      5 ['web', 'email']         20
## 2807       2016-12-21  56000   56-65ys      5 ['web', 'email']         20
## 2808       2017-10-13  88000   56-65ys      5 ['web', 'email']         20
## 2809       2017-11-02  56000   36-45ys      5 ['web', 'email']         20
## 2810       2014-11-13  52000   46-55ys      5 ['web', 'email']         20
## 2811       2017-07-19  80000   56-65ys      5 ['web', 'email']         20
## 2812       2017-07-19  80000   56-65ys      5 ['web', 'email']         20
## 2813       2017-04-09 100000   76-85ys      5 ['web', 'email']         20
## 2814       2017-11-09  53000   46-55ys      5 ['web', 'email']         20
## 2815       2015-07-28 113000   46-55ys      5 ['web', 'email']         20
## 2816       2017-09-22  70000   36-45ys      5 ['web', 'email']         20
## 2817       2017-09-24  60000   26-35ys      5 ['web', 'email']         20
## 2818       2017-07-12  78000   66-75ys      5 ['web', 'email']         20
## 2819       2017-05-17  75000   56-65ys      5 ['web', 'email']         20
## 2820       2017-01-16  33000   56-65ys      5 ['web', 'email']         20
## 2821       2017-09-21  80000   76-85ys      5 ['web', 'email']         20
## 2822       2017-09-29  54000   46-55ys      5 ['web', 'email']         20
## 2823       2017-10-14  83000   56-65ys      5 ['web', 'email']         20
## 2824       2017-10-23  54000   76-85ys      5 ['web', 'email']         20
## 2825       2017-09-21  80000   76-85ys      5 ['web', 'email']         20
## 2826       2017-10-01  31000   76-85ys      5 ['web', 'email']         20
## 2827       2015-12-29  95000   66-75ys      5 ['web', 'email']         20
## 2828       2018-01-04  54000   46-55ys      5 ['web', 'email']         20
## 2829       2016-07-27  44000   26-35ys      5 ['web', 'email']         20
## 2830       2016-09-28  33000   76-85ys      5 ['web', 'email']         20
## 2831       2018-07-24  56000   36-45ys      5 ['web', 'email']         20
## 2832       2016-01-13  44000   76-85ys      5 ['web', 'email']         20
## 2833       2017-12-15  60000    > 86ys      5 ['web', 'email']         20
## 2834       2017-08-19 115000   76-85ys      5 ['web', 'email']         20
## 2835       2018-03-14  47000   66-75ys      5 ['web', 'email']         20
## 2836       2017-12-07  62000   46-55ys      5 ['web', 'email']         20
## 2837       2017-09-15  36000   56-65ys      5 ['web', 'email']         20
## 2838       2015-08-15  49000   46-55ys      5 ['web', 'email']         20
## 2839       2017-09-20  49000   56-65ys      5 ['web', 'email']         20
## 2840       2015-08-04  86000   66-75ys      5 ['web', 'email']         20
## 2841       2016-01-02  30000   56-65ys      5 ['web', 'email']         20
## 2842       2017-10-21  49000   18-25ys      5 ['web', 'email']         20
## 2843       2018-04-06  68000   46-55ys      5 ['web', 'email']         20
## 2844       2017-02-26  75000   26-35ys      5 ['web', 'email']         20
## 2845       2017-12-21  97000   56-65ys      5 ['web', 'email']         20
## 2846       2017-10-02  72000   46-55ys      5 ['web', 'email']         20
## 2847       2017-02-26  54000   36-45ys      5 ['web', 'email']         20
## 2848       2017-08-19  49000   66-75ys      5 ['web', 'email']         20
## 2849       2016-07-07  55000   46-55ys      5 ['web', 'email']         20
## 2850       2018-01-22  48000   26-35ys      5 ['web', 'email']         20
## 2851       2018-03-11  33000   18-25ys      5 ['web', 'email']         20
## 2852       2017-10-27 109000   66-75ys      5 ['web', 'email']         20
## 2853       2016-09-06  81000   56-65ys      5 ['web', 'email']         20
## 2854       2017-12-13  56000   46-55ys      5 ['web', 'email']         20
## 2855       2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 2856       2015-09-15  88000   56-65ys      5 ['web', 'email']         20
## 2857       2016-05-15  59000   66-75ys      5 ['web', 'email']         20
## 2858       2017-09-12  71000   56-65ys      5 ['web', 'email']         20
## 2859       2017-01-29  77000   56-65ys      5 ['web', 'email']         20
## 2860       2016-09-06  81000   56-65ys      5 ['web', 'email']         20
## 2861       2016-10-01  61000   56-65ys      5 ['web', 'email']         20
## 2862       2017-05-03  66000   26-35ys      5 ['web', 'email']         20
## 2863       2018-01-26  99000   66-75ys      5 ['web', 'email']         20
## 2864       2017-12-22  90000   56-65ys      5 ['web', 'email']         20
## 2865       2017-06-28  79000   46-55ys      5 ['web', 'email']         20
## 2866       2014-07-17  85000   66-75ys      5 ['web', 'email']         20
## 2867       2015-10-27  92000   76-85ys      5 ['web', 'email']         20
## 2868       2018-01-23  74000   46-55ys      5 ['web', 'email']         20
## 2869       2017-11-08  72000   46-55ys      5 ['web', 'email']         20
## 2870       2017-10-07  72000   76-85ys      5 ['web', 'email']         20
## 2871       2017-06-29  57000   66-75ys      5 ['web', 'email']         20
## 2872       2017-02-15 110000   56-65ys      5 ['web', 'email']         20
## 2873       2016-08-02  84000   56-65ys      5 ['web', 'email']         20
## 2874       2017-11-05  70000   76-85ys      5 ['web', 'email']         20
## 2875       2017-01-20  60000   66-75ys      5 ['web', 'email']         20
## 2876       2018-04-30  87000   56-65ys      5 ['web', 'email']         20
## 2877       2016-09-06 108000   56-65ys      5 ['web', 'email']         20
## 2878       2017-10-19  53000   26-35ys      5 ['web', 'email']         20
## 2879       2016-02-14  70000   46-55ys      5 ['web', 'email']         20
## 2880       2017-08-06  37000   26-35ys      5 ['web', 'email']         20
## 2881       2017-08-27  45000   26-35ys      5 ['web', 'email']         20
## 2882       2016-12-21  74000   36-45ys      5 ['web', 'email']         20
## 2883       2016-08-28  62000   66-75ys      5 ['web', 'email']         20
## 2884       2017-11-19  34000   26-35ys      5 ['web', 'email']         20
## 2885       2017-04-13  95000   56-65ys      5 ['web', 'email']         20
## 2886       2017-11-01  78000   66-75ys      5 ['web', 'email']         20
## 2887       2016-11-13  77000   46-55ys      5 ['web', 'email']         20
## 2888       2016-10-20  73000   46-55ys      5 ['web', 'email']         20
## 2889       2017-10-26  42000   56-65ys      5 ['web', 'email']         20
## 2890       2018-04-20  44000   18-25ys      5 ['web', 'email']         20
## 2891       2016-03-21  73000   36-45ys      5 ['web', 'email']         20
## 2892       2015-09-10  75000   66-75ys      5 ['web', 'email']         20
## 2893       2016-02-17  56000   56-65ys      5 ['web', 'email']         20
## 2894       2017-09-30  42000   56-65ys      5 ['web', 'email']         20
## 2895       2018-07-07  88000   46-55ys      5 ['web', 'email']         20
## 2896       2017-08-03 105000   66-75ys      5 ['web', 'email']         20
## 2897       2017-08-30  68000    > 86ys      5 ['web', 'email']         20
## 2898       2016-09-22  59000   56-65ys      5 ['web', 'email']         20
## 2899       2018-07-01  36000   66-75ys      5 ['web', 'email']         20
## 2900       2017-01-23  80000   46-55ys      5 ['web', 'email']         20
## 2901       2018-02-03  74000   26-35ys      5 ['web', 'email']         20
## 2902       2017-09-16  72000   46-55ys      5 ['web', 'email']         20
## 2903       2016-12-17  82000   66-75ys      5 ['web', 'email']         20
## 2904       2017-05-29  56000   36-45ys      5 ['web', 'email']         20
## 2905       2016-02-10  34000   56-65ys      5 ['web', 'email']         20
## 2906       2016-01-01  69000   36-45ys      5 ['web', 'email']         20
## 2907       2014-11-20  63000   46-55ys      5 ['web', 'email']         20
## 2908       2017-02-10  37000   56-65ys      5 ['web', 'email']         20
## 2909       2017-11-21  54000   66-75ys      5 ['web', 'email']         20
## 2910       2017-08-07  83000   46-55ys      5 ['web', 'email']         20
## 2911       2018-03-18  57000   56-65ys      5 ['web', 'email']         20
## 2912       2016-05-13  40000   26-35ys      5 ['web', 'email']         20
## 2913       2016-04-22  40000   18-25ys      5 ['web', 'email']         20
## 2914       2017-12-02  35000   46-55ys      5 ['web', 'email']         20
## 2915       2018-06-16  46000   18-25ys      5 ['web', 'email']         20
## 2916       2016-09-22  59000   56-65ys      5 ['web', 'email']         20
## 2917       2016-05-12  94000   76-85ys      5 ['web', 'email']         20
## 2918       2015-12-07  86000   46-55ys      5 ['web', 'email']         20
## 2919       2016-03-05  47000   36-45ys      5 ['web', 'email']         20
## 2920       2014-10-04  50000   36-45ys      5 ['web', 'email']         20
## 2921       2018-03-22  35000   66-75ys      5 ['web', 'email']         20
## 2922       2015-10-26 103000   56-65ys      5 ['web', 'email']         20
## 2923       2017-06-04  79000   56-65ys      5 ['web', 'email']         20
## 2924       2017-06-04  79000   56-65ys      5 ['web', 'email']         20
## 2925       2015-11-06  76000   56-65ys      5 ['web', 'email']         20
## 2926       2017-11-21  49000   26-35ys      5 ['web', 'email']         20
## 2927       2015-10-06  32000   26-35ys      5 ['web', 'email']         20
## 2928       2016-07-29  95000   56-65ys      5 ['web', 'email']         20
## 2929       2016-02-26 102000   66-75ys      5 ['web', 'email']         20
## 2930       2016-07-29  95000   56-65ys      5 ['web', 'email']         20
## 2931       2018-04-09  68000   46-55ys      5 ['web', 'email']         20
## 2932       2016-03-03  48000   26-35ys      5 ['web', 'email']         20
## 2933       2017-12-24  58000   46-55ys      5 ['web', 'email']         20
## 2934       2017-08-19  55000   46-55ys      5 ['web', 'email']         20
## 2935       2015-04-27  69000   18-25ys      5 ['web', 'email']         20
## 2936       2018-02-26  53000   46-55ys      5 ['web', 'email']         20
## 2937       2016-06-09  64000   46-55ys      5 ['web', 'email']         20
## 2938       2016-01-04  51000   36-45ys      5 ['web', 'email']         20
## 2939       2014-07-17  58000   36-45ys      5 ['web', 'email']         20
## 2940       2014-01-07  30000   66-75ys      5 ['web', 'email']         20
## 2941       2016-01-30 115000   56-65ys      5 ['web', 'email']         20
## 2942       2018-04-17  42000   36-45ys      5 ['web', 'email']         20
## 2943       2015-11-18  48000   56-65ys      5 ['web', 'email']         20
## 2944       2017-08-10  63000   56-65ys      5 ['web', 'email']         20
## 2945       2018-05-23  58000   76-85ys      5 ['web', 'email']         20
## 2946       2016-11-09  89000   46-55ys      5 ['web', 'email']         20
## 2947       2018-07-24  52000   36-45ys      5 ['web', 'email']         20
## 2948       2015-11-21  48000   18-25ys      5 ['web', 'email']         20
## 2949       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 2950       2015-10-05  79000   56-65ys      5 ['web', 'email']         20
## 2951       2017-11-30  67000   18-25ys      5 ['web', 'email']         20
## 2952       2018-04-10  91000   46-55ys      5 ['web', 'email']         20
## 2953       2018-04-22  73000   56-65ys      5 ['web', 'email']         20
## 2954       2018-05-04  97000   46-55ys      5 ['web', 'email']         20
## 2955       2016-05-29  86000   66-75ys      5 ['web', 'email']         20
## 2956       2017-11-05  51000   66-75ys      5 ['web', 'email']         20
## 2957       2018-07-07  84000   46-55ys      5 ['web', 'email']         20
## 2958       2016-01-23 115000   56-65ys      5 ['web', 'email']         20
## 2959       2018-02-19  93000   56-65ys      5 ['web', 'email']         20
## 2960       2017-11-09  55000   36-45ys      5 ['web', 'email']         20
## 2961       2016-05-30  53000   26-35ys      5 ['web', 'email']         20
## 2962       2015-09-13  51000   36-45ys      5 ['web', 'email']         20
## 2963       2017-11-09  55000   36-45ys      5 ['web', 'email']         20
## 2964       2016-03-15  51000   36-45ys      5 ['web', 'email']         20
## 2965       2018-03-24  33000   36-45ys      5 ['web', 'email']         20
## 2966       2017-07-04  64000   66-75ys      5 ['web', 'email']         20
## 2967       2017-08-15  36000   66-75ys      5 ['web', 'email']         20
## 2968       2015-12-05  92000   56-65ys      5 ['web', 'email']         20
## 2969       2018-03-26  95000   56-65ys      5 ['web', 'email']         20
## 2970       2016-10-21  96000   36-45ys      5 ['web', 'email']         20
## 2971       2017-02-09  43000   46-55ys      5 ['web', 'email']         20
## 2972       2016-06-07  63000   36-45ys      5 ['web', 'email']         20
## 2973       2016-10-21  96000   36-45ys      5 ['web', 'email']         20
## 2974       2017-07-26  71000   26-35ys      5 ['web', 'email']         20
## 2975       2018-04-01  70000   46-55ys      5 ['web', 'email']         20
## 2976       2015-09-28  65000   36-45ys      5 ['web', 'email']         20
## 2977       2016-06-16  96000   56-65ys      5 ['web', 'email']         20
## 2978       2017-01-28  45000   18-25ys      5 ['web', 'email']         20
## 2979       2015-07-29  88000   76-85ys      5 ['web', 'email']         20
## 2980       2018-02-25  80000   46-55ys      5 ['web', 'email']         20
## 2981       2018-01-21  46000   46-55ys      5 ['web', 'email']         20
## 2982       2018-01-03  83000   46-55ys      5 ['web', 'email']         20
## 2983       2016-10-30  41000    > 86ys      5 ['web', 'email']         20
## 2984       2017-03-02  71000   56-65ys      5 ['web', 'email']         20
## 2985       2017-10-24 118000   46-55ys      5 ['web', 'email']         20
## 2986       2015-09-19  88000   66-75ys      5 ['web', 'email']         20
## 2987       2017-10-07  69000   46-55ys      5 ['web', 'email']         20
## 2988       2016-01-17  86000   46-55ys      5 ['web', 'email']         20
## 2989       2017-11-05  66000   46-55ys      5 ['web', 'email']         20
## 2990       2017-09-14  44000   36-45ys      5 ['web', 'email']         20
## 2991       2017-01-24  72000   46-55ys      5 ['web', 'email']         20
## 2992       2017-09-30  73000   26-35ys      5 ['web', 'email']         20
## 2993       2017-12-11  85000   36-45ys      5 ['web', 'email']         20
## 2994       2014-12-22  86000   56-65ys      5 ['web', 'email']         20
## 2995       2017-12-23  62000   46-55ys      5 ['web', 'email']         20
## 2996       2017-11-06  70000   36-45ys      5 ['web', 'email']         20
## 2997       2016-03-31  73000   46-55ys      5 ['web', 'email']         20
## 2998       2016-10-19 114000   56-65ys      5 ['web', 'email']         20
## 2999       2016-11-29  92000   56-65ys      5 ['web', 'email']         20
## 3000       2017-12-07  60000   18-25ys      5 ['web', 'email']         20
## 3001       2017-04-20  61000   66-75ys      5 ['web', 'email']         20
## 3002       2015-02-26  68000    > 86ys      5 ['web', 'email']         20
## 3003       2015-08-06  62000   46-55ys      5 ['web', 'email']         20
## 3004       2015-04-17  52000   66-75ys      5 ['web', 'email']         20
## 3005       2016-12-29  56000   36-45ys      5 ['web', 'email']         20
## 3006       2018-06-07  44000   36-45ys      5 ['web', 'email']         20
## 3007       2015-01-01  74000   46-55ys      5 ['web', 'email']         20
## 3008       2016-03-27  88000   46-55ys      5 ['web', 'email']         20
## 3009       2016-06-20  58000   66-75ys      5 ['web', 'email']         20
## 3010       2015-08-30  76000   46-55ys      5 ['web', 'email']         20
## 3011       2018-01-12  74000   56-65ys      5 ['web', 'email']         20
## 3012       2016-04-13  72000   46-55ys      5 ['web', 'email']         20
## 3013       2013-08-18  94000   46-55ys      5 ['web', 'email']         20
## 3014       2017-10-10  73000   46-55ys      5 ['web', 'email']         20
## 3015       2016-03-29  51000   56-65ys      5 ['web', 'email']         20
## 3016       2018-04-27  63000   56-65ys      5 ['web', 'email']         20
## 3017       2017-06-14  65000   36-45ys      5 ['web', 'email']         20
## 3018       2017-11-13  97000   56-65ys      5 ['web', 'email']         20
## 3019       2018-01-06  45000   66-75ys      5 ['web', 'email']         20
## 3020       2017-11-02  31000   56-65ys      5 ['web', 'email']         20
## 3021       2015-09-09  81000   66-75ys      5 ['web', 'email']         20
## 3022       2018-04-14  64000   56-65ys      5 ['web', 'email']         20
## 3023       2017-09-06  44000   76-85ys      5 ['web', 'email']         20
## 3024       2016-11-13  93000   46-55ys      5 ['web', 'email']         20
## 3025       2015-09-05  57000   46-55ys      5 ['web', 'email']         20
## 3026       2017-09-13  56000   56-65ys      5 ['web', 'email']         20
## 3027       2016-09-06 115000   66-75ys      5 ['web', 'email']         20
## 3028       2018-01-19  36000   66-75ys      5 ['web', 'email']         20
## 3029       2016-07-22 109000   46-55ys      5 ['web', 'email']         20
## 3030       2017-12-20  47000   26-35ys      5 ['web', 'email']         20
## 3031       2017-10-11  41000   26-35ys      5 ['web', 'email']         20
## 3032       2018-02-14  37000   56-65ys      5 ['web', 'email']         20
## 3033       2016-06-26  81000   56-65ys      5 ['web', 'email']         20
## 3034       2016-03-26  66000   26-35ys      5 ['web', 'email']         20
## 3035       2015-12-24  69000   66-75ys      5 ['web', 'email']         20
## 3036       2016-02-28  51000   56-65ys      5 ['web', 'email']         20
## 3037       2016-12-04  51000   36-45ys      5 ['web', 'email']         20
## 3038       2018-07-26  88000   56-65ys      5 ['web', 'email']         20
## 3039       2015-11-27  76000   56-65ys      5 ['web', 'email']         20
## 3040       2013-10-23  99000   46-55ys      5 ['web', 'email']         20
## 3041       2018-07-24  97000   66-75ys      5 ['web', 'email']         20
## 3042       2018-03-22  65000   36-45ys      5 ['web', 'email']         20
## 3043       2017-09-07  67000   56-65ys      5 ['web', 'email']         20
## 3044       2018-01-07  65000   18-25ys      5 ['web', 'email']         20
## 3045       2016-10-09  53000   46-55ys      5 ['web', 'email']         20
## 3046       2013-09-20  66000   46-55ys      5 ['web', 'email']         20
## 3047       2014-03-28  59000   56-65ys      5 ['web', 'email']         20
## 3048       2018-06-27  98000   56-65ys      5 ['web', 'email']         20
## 3049       2016-07-18  63000   66-75ys      5 ['web', 'email']         20
## 3050       2013-10-23  99000   46-55ys      5 ['web', 'email']         20
## 3051       2018-07-26  92000   66-75ys      5 ['web', 'email']         20
## 3052       2017-10-17  67000   18-25ys      5 ['web', 'email']         20
## 3053       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 3054       2017-03-23  57000   36-45ys      5 ['web', 'email']         20
## 3055       2017-01-31  86000   36-45ys      5 ['web', 'email']         20
## 3056       2017-06-23  66000   46-55ys      5 ['web', 'email']         20
## 3057       2016-10-09  53000   46-55ys      5 ['web', 'email']         20
## 3058       2018-04-21  51000   56-65ys      5 ['web', 'email']         20
## 3059       2017-02-07  59000   18-25ys      5 ['web', 'email']         20
## 3060       2018-06-10  51000   56-65ys      5 ['web', 'email']         20
## 3061       2018-06-15  66000   76-85ys      5 ['web', 'email']         20
## 3062       2015-09-20  38000   46-55ys      5 ['web', 'email']         20
## 3063       2015-07-31  55000   36-45ys      5 ['web', 'email']         20
## 3064       2018-05-21  33000   56-65ys      5 ['web', 'email']         20
## 3065       2016-08-26  74000   46-55ys      5 ['web', 'email']         20
## 3066       2016-12-23  87000   76-85ys      5 ['web', 'email']         20
## 3067       2018-07-17  64000   36-45ys      5 ['web', 'email']         20
## 3068       2017-08-06  70000   56-65ys      5 ['web', 'email']         20
## 3069       2015-01-15  34000   18-25ys      5 ['web', 'email']         20
## 3070       2017-10-24  91000   36-45ys      5 ['web', 'email']         20
## 3071       2015-09-04  74000   66-75ys      5 ['web', 'email']         20
## 3072       2018-04-22  37000   26-35ys      5 ['web', 'email']         20
## 3073       2017-08-07  44000   46-55ys      5 ['web', 'email']         20
## 3074       2018-02-15  38000   36-45ys      5 ['web', 'email']         20
## 3075       2018-05-05  93000   56-65ys      5 ['web', 'email']         20
## 3076       2017-09-24  83000   46-55ys      5 ['web', 'email']         20
## 3077       2016-04-17 110000   46-55ys      5 ['web', 'email']         20
## 3078       2017-10-08  39000   26-35ys      5 ['web', 'email']         20
## 3079       2016-09-07  52000   56-65ys      5 ['web', 'email']         20
## 3080       2017-08-31  89000   46-55ys      5 ['web', 'email']         20
## 3081       2016-09-04  37000   76-85ys      5 ['web', 'email']         20
## 3082       2017-11-09  41000   46-55ys      5 ['web', 'email']         20
## 3083       2017-06-14  82000   46-55ys      5 ['web', 'email']         20
## 3084       2015-11-07 109000   46-55ys      5 ['web', 'email']         20
## 3085       2015-12-26  93000   36-45ys      5 ['web', 'email']         20
## 3086       2016-06-14  54000   46-55ys      5 ['web', 'email']         20
## 3087       2017-04-11  69000   76-85ys      5 ['web', 'email']         20
## 3088       2017-06-14  82000   46-55ys      5 ['web', 'email']         20
## 3089       2015-12-12  85000   66-75ys      5 ['web', 'email']         20
## 3090       2017-09-25  33000   26-35ys      5 ['web', 'email']         20
## 3091       2016-06-27  90000    > 86ys      5 ['web', 'email']         20
## 3092       2018-05-29  69000   56-65ys      5 ['web', 'email']         20
## 3093       2015-12-10  82000   56-65ys      5 ['web', 'email']         20
## 3094       2018-01-17  51000   26-35ys      5 ['web', 'email']         20
## 3095       2017-06-24  54000   56-65ys      5 ['web', 'email']         20
## 3096       2015-12-10  94000   36-45ys      5 ['web', 'email']         20
## 3097       2017-12-27  69000   56-65ys      5 ['web', 'email']         20
## 3098       2014-09-22  99000   56-65ys      5 ['web', 'email']         20
## 3099       2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 3100       2017-10-03  73000   18-25ys      5 ['web', 'email']         20
## 3101       2017-10-20 112000   56-65ys      5 ['web', 'email']         20
## 3102       2016-03-25  75000   76-85ys      5 ['web', 'email']         20
## 3103       2016-08-04  41000   46-55ys      5 ['web', 'email']         20
## 3104       2016-03-25  75000   76-85ys      5 ['web', 'email']         20
## 3105       2017-09-23  71000   36-45ys      5 ['web', 'email']         20
## 3106       2017-10-25  53000    > 86ys      5 ['web', 'email']         20
## 3107       2017-09-12  56000   36-45ys      5 ['web', 'email']         20
## 3108       2015-08-26  95000   66-75ys      5 ['web', 'email']         20
## 3109       2016-07-29  78000   36-45ys      5 ['web', 'email']         20
## 3110       2017-03-26  71000   46-55ys      5 ['web', 'email']         20
## 3111       2017-06-24  54000   56-65ys      5 ['web', 'email']         20
## 3112       2018-01-22  80000   66-75ys      5 ['web', 'email']         20
## 3113       2016-01-20  80000   46-55ys      5 ['web', 'email']         20
## 3114       2016-12-31  66000   26-35ys      5 ['web', 'email']         20
## 3115       2017-01-09  31000   36-45ys      5 ['web', 'email']         20
## 3116       2018-05-21  49000   56-65ys      5 ['web', 'email']         20
## 3117       2017-11-30  55000   26-35ys      5 ['web', 'email']         20
## 3118       2017-08-11  35000   46-55ys      5 ['web', 'email']         20
## 3119       2017-04-12  36000   26-35ys      5 ['web', 'email']         20
## 3120       2016-06-22 118000   56-65ys      5 ['web', 'email']         20
## 3121       2017-09-02  92000   56-65ys      5 ['web', 'email']         20
## 3122       2018-01-13  39000   26-35ys      5 ['web', 'email']         20
## 3123       2015-03-12  83000   46-55ys      5 ['web', 'email']         20
## 3124       2015-04-04  52000   66-75ys      5 ['web', 'email']         20
## 3125       2016-07-29  37000   36-45ys      5 ['web', 'email']         20
## 3126       2017-12-07 119000   56-65ys      5 ['web', 'email']         20
## 3127       2018-04-27  46000   76-85ys      5 ['web', 'email']         20
## 3128       2014-06-03  55000   56-65ys      5 ['web', 'email']         20
## 3129       2016-04-26  65000   18-25ys      5 ['web', 'email']         20
## 3130       2016-05-14 112000   56-65ys      5 ['web', 'email']         20
## 3131       2018-05-30  35000   26-35ys      5 ['web', 'email']         20
## 3132       2017-11-22  62000   66-75ys      5 ['web', 'email']         20
## 3133       2016-08-05  87000   76-85ys      5 ['web', 'email']         20
## 3134       2017-08-27  58000   36-45ys      5 ['web', 'email']         20
## 3135       2018-01-19  79000   56-65ys      5 ['web', 'email']         20
## 3136       2016-04-26  65000   18-25ys      5 ['web', 'email']         20
## 3137       2016-05-05  54000   46-55ys      5 ['web', 'email']         20
## 3138       2016-03-27  91000   46-55ys      5 ['web', 'email']         20
## 3139       2016-05-12  64000   56-65ys      5 ['web', 'email']         20
## 3140       2017-11-07  98000   56-65ys      5 ['web', 'email']         20
## 3141       2017-12-07 119000   56-65ys      5 ['web', 'email']         20
## 3142       2018-03-24  54000   36-45ys      5 ['web', 'email']         20
## 3143       2018-04-23  52000   56-65ys      5 ['web', 'email']         20
## 3144       2018-07-16  37000   56-65ys      5 ['web', 'email']         20
## 3145       2017-05-30  53000   36-45ys      5 ['web', 'email']         20
## 3146       2017-02-12  48000   46-55ys      5 ['web', 'email']         20
## 3147       2018-03-28  88000   76-85ys      5 ['web', 'email']         20
## 3148       2016-08-04 104000   66-75ys      5 ['web', 'email']         20
## 3149       2017-12-11  70000   36-45ys      5 ['web', 'email']         20
## 3150       2017-02-28  42000   46-55ys      5 ['web', 'email']         20
## 3151       2018-07-02  37000   46-55ys      5 ['web', 'email']         20
## 3152       2017-02-06  49000   36-45ys      5 ['web', 'email']         20
## 3153       2016-05-26  64000   26-35ys      5 ['web', 'email']         20
## 3154       2017-07-06  32000   26-35ys      5 ['web', 'email']         20
## 3155       2018-03-29  83000   36-45ys      5 ['web', 'email']         20
## 3156       2016-11-16 103000   76-85ys      5 ['web', 'email']         20
## 3157       2016-04-12  49000   76-85ys      5 ['web', 'email']         20
## 3158       2018-01-20  52000   66-75ys      5 ['web', 'email']         20
## 3159       2017-10-24  37000   26-35ys      5 ['web', 'email']         20
## 3160       2017-04-13  64000   46-55ys      5 ['web', 'email']         20
## 3161       2018-07-01  99000   56-65ys      5 ['web', 'email']         20
## 3162       2017-04-13  64000   46-55ys      5 ['web', 'email']         20
## 3163       2017-11-16  74000   66-75ys      5 ['web', 'email']         20
## 3164       2016-06-30  92000   66-75ys      5 ['web', 'email']         20
## 3165       2017-12-21 100000   66-75ys      5 ['web', 'email']         20
## 3166       2016-01-08  69000   46-55ys      5 ['web', 'email']         20
## 3167       2016-08-02  94000   56-65ys      5 ['web', 'email']         20
## 3168       2015-03-16  46000   46-55ys      5 ['web', 'email']         20
## 3169       2015-12-30  83000   46-55ys      5 ['web', 'email']         20
## 3170       2016-09-29  66000   46-55ys      5 ['web', 'email']         20
## 3171       2016-08-31  94000   56-65ys      5 ['web', 'email']         20
## 3172       2016-09-30  30000   56-65ys      5 ['web', 'email']         20
## 3173       2016-01-12 116000   56-65ys      5 ['web', 'email']         20
## 3174       2017-06-16  52000   46-55ys      5 ['web', 'email']         20
## 3175       2016-01-23  49000   46-55ys      5 ['web', 'email']         20
## 3176       2018-05-14  89000   76-85ys      5 ['web', 'email']         20
## 3177       2017-08-07  98000   46-55ys      5 ['web', 'email']         20
## 3178       2017-06-03  72000   56-65ys      5 ['web', 'email']         20
## 3179       2015-12-26  52000   56-65ys      5 ['web', 'email']         20
## 3180       2017-04-29  55000   56-65ys      5 ['web', 'email']         20
## 3181       2015-10-05  61000   36-45ys      5 ['web', 'email']         20
## 3182       2017-09-29  54000   46-55ys      5 ['web', 'email']         20
## 3183       2014-07-19  56000   56-65ys      5 ['web', 'email']         20
## 3184       2014-08-08  61000   46-55ys      5 ['web', 'email']         20
## 3185       2017-09-23  85000   66-75ys      5 ['web', 'email']         20
## 3186       2013-10-05  76000   36-45ys      5 ['web', 'email']         20
## 3187       2016-08-23 100000   46-55ys      5 ['web', 'email']         20
## 3188       2014-07-19  56000   56-65ys      5 ['web', 'email']         20
## 3189       2017-07-22  37000   26-35ys      5 ['web', 'email']         20
## 3190       2018-07-22  60000   46-55ys      5 ['web', 'email']         20
## 3191       2014-10-27  51000   56-65ys      5 ['web', 'email']         20
## 3192       2017-10-17  95000   56-65ys      5 ['web', 'email']         20
## 3193       2017-10-02  55000   56-65ys      5 ['web', 'email']         20
## 3194       2017-03-19  55000   26-35ys      5 ['web', 'email']         20
## 3195       2018-01-10  44000   46-55ys      5 ['web', 'email']         20
## 3196       2018-01-19  45000   26-35ys      5 ['web', 'email']         20
## 3197       2018-07-18  64000   36-45ys      5 ['web', 'email']         20
## 3198       2017-10-30  45000   56-65ys      5 ['web', 'email']         20
## 3199       2016-06-18  88000   66-75ys      5 ['web', 'email']         20
## 3200       2017-12-26  61000   46-55ys      5 ['web', 'email']         20
## 3201       2016-06-18  88000   66-75ys      5 ['web', 'email']         20
## 3202       2015-09-03  45000   66-75ys      5 ['web', 'email']         20
## 3203       2017-02-20  64000   56-65ys      5 ['web', 'email']         20
## 3204       2016-06-13  79000   56-65ys      5 ['web', 'email']         20
## 3205       2016-11-15  89000   66-75ys      5 ['web', 'email']         20
## 3206       2016-10-10 113000   76-85ys      5 ['web', 'email']         20
## 3207       2016-12-12  96000   46-55ys      5 ['web', 'email']         20
## 3208       2013-12-21  59000   46-55ys      5 ['web', 'email']         20
## 3209       2017-11-21  73000   36-45ys      5 ['web', 'email']         20
## 3210       2017-11-26  50000   66-75ys      5 ['web', 'email']         20
## 3211       2016-11-13  45000   18-25ys      5 ['web', 'email']         20
## 3212       2017-02-28  50000   26-35ys      5 ['web', 'email']         20
## 3213       2017-10-02  55000   56-65ys      5 ['web', 'email']         20
## 3214       2018-01-15  89000   66-75ys      5 ['web', 'email']         20
## 3215       2018-01-08  67000   36-45ys      5 ['web', 'email']         20
## 3216       2015-09-24  54000   56-65ys      5 ['web', 'email']         20
## 3217       2016-03-16  70000   46-55ys      5 ['web', 'email']         20
## 3218       2017-02-20  59000   56-65ys      5 ['web', 'email']         20
## 3219       2016-09-13  72000   56-65ys      5 ['web', 'email']         20
## 3220       2017-08-03 113000   56-65ys      5 ['web', 'email']         20
## 3221       2018-02-21  52000   56-65ys      5 ['web', 'email']         20
## 3222       2017-01-29  77000   56-65ys      5 ['web', 'email']         20
## 3223       2018-01-23  52000    > 86ys      5 ['web', 'email']         20
## 3224       2017-02-05  48000   26-35ys      5 ['web', 'email']         20
## 3225       2016-07-12  73000   56-65ys      5 ['web', 'email']         20
## 3226       2017-04-06  51000   36-45ys      5 ['web', 'email']         20
## 3227       2016-05-15  59000   66-75ys      5 ['web', 'email']         20
## 3228       2017-10-07  56000   66-75ys      5 ['web', 'email']         20
## 3229       2018-06-06 111000   66-75ys      5 ['web', 'email']         20
## 3230       2016-05-11  39000   18-25ys      5 ['web', 'email']         20
## 3231       2016-05-11  55000   46-55ys      5 ['web', 'email']         20
## 3232       2017-04-06  51000   36-45ys      5 ['web', 'email']         20
## 3233       2018-05-31  72000   56-65ys      5 ['web', 'email']         20
## 3234       2017-02-04  83000   46-55ys      5 ['web', 'email']         20
## 3235       2016-03-14  84000   46-55ys      5 ['web', 'email']         20
## 3236       2017-09-20  87000   66-75ys      5 ['web', 'email']         20
## 3237       2017-12-25  45000   18-25ys      5 ['web', 'email']         20
## 3238       2016-05-31  75000   36-45ys      5 ['web', 'email']         20
## 3239       2015-10-17  64000   46-55ys      5 ['web', 'email']         20
## 3240       2018-02-18  52000   76-85ys      5 ['web', 'email']         20
## 3241       2017-10-19  53000   26-35ys      5 ['web', 'email']         20
## 3242       2016-04-01  78000   66-75ys      5 ['web', 'email']         20
## 3243       2015-11-24  74000   66-75ys      5 ['web', 'email']         20
## 3244       2014-05-31  66000   36-45ys      5 ['web', 'email']         20
## 3245       2017-10-20  73000   18-25ys      5 ['web', 'email']         20
## 3246       2015-10-10  87000   56-65ys      5 ['web', 'email']         20
## 3247       2016-06-17  81000   56-65ys      5 ['web', 'email']         20
## 3248       2016-02-23  87000   76-85ys      5 ['web', 'email']         20
## 3249       2017-10-06  76000   46-55ys      5 ['web', 'email']         20
## 3250       2014-11-01  59000   36-45ys      5 ['web', 'email']         20
## 3251       2016-01-31  57000   76-85ys      5 ['web', 'email']         20
## 3252       2017-12-27  66000   18-25ys      5 ['web', 'email']         20
## 3253       2016-05-16  66000   26-35ys      5 ['web', 'email']         20
## 3254       2016-09-18  37000   56-65ys      5 ['web', 'email']         20
## 3255       2018-01-20  42000   46-55ys      5 ['web', 'email']         20
## 3256       2016-09-02  64000   46-55ys      5 ['web', 'email']         20
## 3257       2017-06-05  63000   36-45ys      5 ['web', 'email']         20
## 3258       2018-02-12  79000   46-55ys      5 ['web', 'email']         20
## 3259       2017-11-04  69000   36-45ys      5 ['web', 'email']         20
## 3260       2017-09-02  73000   56-65ys      5 ['web', 'email']         20
## 3261       2016-02-25  59000   26-35ys      5 ['web', 'email']         20
## 3262       2017-10-31  72000   26-35ys      5 ['web', 'email']         20
## 3263       2017-12-05  90000   46-55ys      5 ['web', 'email']         20
## 3264       2015-08-03  61000    > 86ys      5 ['web', 'email']         20
## 3265       2017-10-13  58000   36-45ys      5 ['web', 'email']         20
## 3266       2017-10-08  95000   56-65ys      5 ['web', 'email']         20
## 3267       2018-04-27 113000   56-65ys      5 ['web', 'email']         20
## 3268       2018-04-30  31000   46-55ys      5 ['web', 'email']         20
## 3269       2017-10-17  62000   46-55ys      5 ['web', 'email']         20
## 3270       2017-10-04  71000    > 86ys      5 ['web', 'email']         20
## 3271       2017-12-08  50000   36-45ys      5 ['web', 'email']         20
## 3272       2016-07-12  81000   66-75ys      5 ['web', 'email']         20
## 3273       2017-09-29  37000   46-55ys      5 ['web', 'email']         20
## 3274       2016-01-09  72000   46-55ys      5 ['web', 'email']         20
## 3275       2017-09-12  77000   56-65ys      5 ['web', 'email']         20
## 3276       2018-01-27  54000   46-55ys      5 ['web', 'email']         20
## 3277       2015-10-09  36000   76-85ys      5 ['web', 'email']         20
## 3278       2017-09-14  57000   56-65ys      5 ['web', 'email']         20
## 3279       2016-01-16  86000   56-65ys      5 ['web', 'email']         20
## 3280       2017-09-20  33000   26-35ys      5 ['web', 'email']         20
## 3281       2016-01-17  96000   36-45ys      5 ['web', 'email']         20
## 3282       2016-11-20  93000   46-55ys      5 ['web', 'email']         20
## 3283       2017-12-25  74000   76-85ys      5 ['web', 'email']         20
## 3284       2015-08-02  57000   46-55ys      5 ['web', 'email']         20
## 3285       2018-01-20  51000   46-55ys      5 ['web', 'email']         20
## 3286       2016-12-24  67000   56-65ys      5 ['web', 'email']         20
## 3287       2016-11-08  51000   46-55ys      5 ['web', 'email']         20
## 3288       2017-09-29  84000   56-65ys      5 ['web', 'email']         20
## 3289       2017-09-09 100000   56-65ys      5 ['web', 'email']         20
## 3290       2016-07-09  40000   18-25ys      5 ['web', 'email']         20
## 3291       2017-11-21  75000   66-75ys      5 ['web', 'email']         20
## 3292       2018-05-06  62000   36-45ys      5 ['web', 'email']         20
## 3293       2015-10-24  79000   56-65ys      5 ['web', 'email']         20
## 3294       2017-08-19  55000   46-55ys      5 ['web', 'email']         20
## 3295       2017-06-25  35000   46-55ys      5 ['web', 'email']         20
## 3296       2016-05-04  79000   36-45ys      5 ['web', 'email']         20
## 3297       2016-02-17  61000   36-45ys      5 ['web', 'email']         20
## 3298       2017-10-31  64000   66-75ys      5 ['web', 'email']         20
## 3299       2017-06-20  88000   66-75ys      5 ['web', 'email']         20
## 3300       2015-10-24  79000   56-65ys      5 ['web', 'email']         20
## 3301       2018-03-07 103000   56-65ys      5 ['web', 'email']         20
## 3302       2018-07-02  57000    > 86ys      5 ['web', 'email']         20
## 3303       2017-12-03  52000   66-75ys      5 ['web', 'email']         20
## 3304       2014-06-03  99000   36-45ys      5 ['web', 'email']         20
## 3305       2017-02-02  59000   46-55ys      5 ['web', 'email']         20
## 3306       2016-04-13  84000   56-65ys      5 ['web', 'email']         20
## 3307       2018-07-07  84000   46-55ys      5 ['web', 'email']         20
## 3308       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 3309       2018-03-19  92000    > 86ys      5 ['web', 'email']         20
## 3310       2013-08-06  69000   66-75ys      5 ['web', 'email']         20
## 3311       2015-02-16  43000   46-55ys      5 ['web', 'email']         20
## 3312       2018-06-28  66000   56-65ys      5 ['web', 'email']         20
## 3313       2017-03-24  86000   36-45ys      5 ['web', 'email']         20
## 3314       2018-03-19  92000    > 86ys      5 ['web', 'email']         20
## 3315       2016-04-15  48000   36-45ys      5 ['web', 'email']         20
## 3316       2018-05-01  56000   36-45ys      5 ['web', 'email']         20
## 3317       2017-10-15  47000   56-65ys      5 ['web', 'email']         20
## 3318       2015-09-19  88000   76-85ys      5 ['web', 'email']         20
## 3319       2018-05-23  58000   76-85ys      5 ['web', 'email']         20
## 3320       2017-10-03  47000   56-65ys      5 ['web', 'email']         20
## 3321       2017-09-20  41000   26-35ys      5 ['web', 'email']         20
## 3322       2018-05-07  45000   66-75ys      5 ['web', 'email']         20
## 3323       2017-06-16 108000   66-75ys      5 ['web', 'email']         20
## 3324       2014-01-18  43000   56-65ys      5 ['web', 'email']         20
## 3325       2015-08-20  46000   36-45ys      5 ['web', 'email']         20
## 3326       2018-02-10  64000   18-25ys      5 ['web', 'email']         20
## 3327       2013-11-22  38000   36-45ys      5 ['web', 'email']         20
## 3328       2017-09-24  34000   18-25ys      5 ['web', 'email']         20
## 3329       2017-12-31  66000   66-75ys      5 ['web', 'email']         20
## 3330       2015-11-26  74000   76-85ys      5 ['web', 'email']         20
## 3331       2018-06-03  88000   36-45ys      5 ['web', 'email']         20
## 3332       2016-07-12  34000   46-55ys      5 ['web', 'email']         20
## 3333       2016-10-17 101000   66-75ys      5 ['web', 'email']         20
## 3334       2016-01-13  72000   18-25ys      5 ['web', 'email']         20
## 3335       2016-04-09  51000   56-65ys      5 ['web', 'email']         20
## 3336       2017-04-30  61000   36-45ys      5 ['web', 'email']         20
## 3337       2016-04-09  51000   56-65ys      5 ['web', 'email']         20
## 3338       2018-07-17  40000   26-35ys      5 ['web', 'email']         20
## 3339       2017-11-05  43000   26-35ys      5 ['web', 'email']         20
## 3340       2016-11-03  57000   66-75ys      5 ['web', 'email']         20
## 3341       2017-12-09  61000   66-75ys      5 ['web', 'email']         20
## 3342       2016-05-19  77000   56-65ys      5 ['web', 'email']         20
## 3343       2018-03-17  60000   56-65ys      5 ['web', 'email']         20
## 3344       2018-01-02  50000   46-55ys      5 ['web', 'email']         20
## 3345       2016-03-09  52000   26-35ys      5 ['web', 'email']         20
## 3346       2018-01-02  83000   46-55ys      5 ['web', 'email']         20
## 3347       2017-09-07  67000   56-65ys      5 ['web', 'email']         20
## 3348       2016-08-09  71000   56-65ys      5 ['web', 'email']         20
## 3349       2018-06-29  70000   46-55ys      5 ['web', 'email']         20
## 3350       2017-05-13  73000   46-55ys      5 ['web', 'email']         20
## 3351       2015-11-19  76000    > 86ys      5 ['web', 'email']         20
## 3352       2018-07-13  46000   46-55ys      5 ['web', 'email']         20
## 3353       2017-08-05  61000   56-65ys      5 ['web', 'email']         20
## 3354       2018-01-12  74000   56-65ys      5 ['web', 'email']         20
## 3355       2018-03-17  60000   56-65ys      5 ['web', 'email']         20
## 3356       2016-02-17  95000   56-65ys      5 ['web', 'email']         20
## 3357       2014-04-18  58000    > 86ys      5 ['web', 'email']         20
## 3358       2016-07-14  85000   76-85ys      5 ['web', 'email']         20
## 3359       2015-12-31  99000   76-85ys      5 ['web', 'email']         20
## 3360       2016-05-28  96000   66-75ys      5 ['web', 'email']         20
## 3361       2016-10-09  72000   46-55ys      5 ['web', 'email']         20
## 3362       2016-08-25  75000   46-55ys      5 ['web', 'email']         20
## 3363       2018-06-03  52000   36-45ys      5 ['web', 'email']         20
## 3364       2016-05-28  96000   66-75ys      5 ['web', 'email']         20
## 3365       2015-12-31  99000   76-85ys      5 ['web', 'email']         20
## 3366       2018-01-02  71000   76-85ys      5 ['web', 'email']         20
## 3367       2018-03-17  41000   26-35ys      5 ['web', 'email']         20
## 3368       2015-01-17  95000   36-45ys      5 ['web', 'email']         20
## 3369       2016-10-18  56000   56-65ys      5 ['web', 'email']         20
## 3370       2017-08-30  49000   56-65ys      5 ['web', 'email']         20
## 3371       2017-05-26  57000   56-65ys      5 ['web', 'email']         20
## 3372       2017-11-29  87000   56-65ys      5 ['web', 'email']         20
## 3373       2013-12-15  96000   56-65ys      5 ['web', 'email']         20
## 3374       2017-09-30  79000   76-85ys      5 ['web', 'email']         20
## 3375       2018-01-10  79000   46-55ys      5 ['web', 'email']         20
## 3376       2016-08-12  61000   66-75ys      5 ['web', 'email']         20
## 3377       2015-08-06  62000   46-55ys      5 ['web', 'email']         20
## 3378       2016-02-20  91000   46-55ys      5 ['web', 'email']         20
## 3379       2018-01-25  55000   46-55ys      5 ['web', 'email']         20
## 3380       2018-06-06  76000   46-55ys      5 ['web', 'email']         20
## 3381       2016-04-23  68000   46-55ys      5 ['web', 'email']         20
## 3382       2017-08-18  50000   66-75ys      5 ['web', 'email']         20
## 3383       2017-08-22  91000   56-65ys      5 ['web', 'email']         20
## 3384       2018-01-15  58000   56-65ys      5 ['web', 'email']         20
## 3385       2016-09-14  36000   18-25ys      5 ['web', 'email']         20
## 3386       2016-01-15  60000   66-75ys      5 ['web', 'email']         20
## 3387       2015-08-15  80000   46-55ys      5 ['web', 'email']         20
## 3388       2018-02-01  91000   36-45ys      5 ['web', 'email']         20
## 3389       2016-04-10  96000   56-65ys      5 ['web', 'email']         20
## 3390       2017-12-09  33000   76-85ys      5 ['web', 'email']         20
## 3391       2018-01-03  80000   66-75ys      5 ['web', 'email']         20
## 3392       2017-06-26  72000   26-35ys      5 ['web', 'email']         20
## 3393       2017-04-21 108000   66-75ys      5 ['web', 'email']         20
## 3394       2018-06-29  32000   56-65ys      5 ['web', 'email']         20
## 3395       2017-05-10  97000   56-65ys      5 ['web', 'email']         20
## 3396       2013-09-02  45000   56-65ys      5 ['web', 'email']         20
## 3397       2018-07-15  39000   46-55ys      5 ['web', 'email']         20
## 3398       2015-08-14  64000   46-55ys      5 ['web', 'email']         20
## 3399       2017-12-01  48000   26-35ys      5 ['web', 'email']         20
## 3400       2018-04-10  52000   56-65ys      5 ['web', 'email']         20
## 3401       2015-05-06  84000   76-85ys      5 ['web', 'email']         20
## 3402       2015-09-06  85000   56-65ys      5 ['web', 'email']         20
## 3403       2017-10-14 103000   46-55ys      5 ['web', 'email']         20
## 3404       2017-08-30  31000   66-75ys      5 ['web', 'email']         20
## 3405       2016-04-03  85000   76-85ys      5 ['web', 'email']         20
## 3406       2017-10-22  76000   56-65ys      5 ['web', 'email']         20
## 3407       2016-11-25  97000   66-75ys      5 ['web', 'email']         20
## 3408       2018-04-22  96000   36-45ys      5 ['web', 'email']         20
## 3409       2017-08-30  31000   66-75ys      5 ['web', 'email']         20
## 3410       2017-01-17  95000   56-65ys      5 ['web', 'email']         20
## 3411       2017-06-23  66000   46-55ys      5 ['web', 'email']         20
## 3412       2016-05-02  98000   56-65ys      5 ['web', 'email']         20
## 3413       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 3414       2016-05-02  98000   56-65ys      5 ['web', 'email']         20
## 3415       2015-10-29  33000   26-35ys      5 ['web', 'email']         20
## 3416       2017-08-30  86000   46-55ys      5 ['web', 'email']         20
## 3417       2014-09-09  64000   76-85ys      5 ['web', 'email']         20
## 3418       2016-07-18  63000   66-75ys      5 ['web', 'email']         20
## 3419       2018-01-16  51000   26-35ys      5 ['web', 'email']         20
## 3420       2017-04-26  61000   76-85ys      5 ['web', 'email']         20
## 3421       2018-02-15  57000   66-75ys      5 ['web', 'email']         20
## 3422       2016-05-28  96000    > 86ys      5 ['web', 'email']         20
## 3423       2018-06-10  40000   46-55ys      5 ['web', 'email']         20
## 3424       2018-06-04  71000   56-65ys      5 ['web', 'email']         20
## 3425       2016-05-28  96000    > 86ys      5 ['web', 'email']         20
## 3426       2017-09-15  48000   26-35ys      5 ['web', 'email']         20
## 3427       2017-05-02  57000   46-55ys      5 ['web', 'email']         20
## 3428       2017-08-22  33000   18-25ys      5 ['web', 'email']         20
## 3429       2018-06-27  34000   56-65ys      5 ['web', 'email']         20
## 3430       2016-08-19  96000   56-65ys      5 ['web', 'email']         20
## 3431       2016-10-28  33000   66-75ys      5 ['web', 'email']         20
## 3432       2017-11-12  32000   18-25ys      5 ['web', 'email']         20
## 3433       2016-09-20  64000   66-75ys      5 ['web', 'email']         20
## 3434       2016-11-18  86000   36-45ys      5 ['web', 'email']         20
## 3435       2015-01-28  60000   56-65ys      5 ['web', 'email']         20
## 3436       2017-11-30  72000   66-75ys      5 ['web', 'email']         20
## 3437       2017-11-14  48000   26-35ys      5 ['web', 'email']         20
## 3438       2016-02-29  39000    > 86ys      5 ['web', 'email']         20
## 3439       2017-04-24  96000   56-65ys      5 ['web', 'email']         20
## 3440       2017-01-25  72000   46-55ys      5 ['web', 'email']         20
## 3441       2016-11-18  86000   36-45ys      5 ['web', 'email']         20
## 3442       2018-01-21  32000   36-45ys      5 ['web', 'email']         20
## 3443       2016-08-04  52000   56-65ys      5 ['web', 'email']         20
## 3444       2018-02-20  94000   46-55ys      5 ['web', 'email']         20
## 3445       2016-08-11  90000   56-65ys      5 ['web', 'email']         20
## 3446       2018-01-23  57000   46-55ys      5 ['web', 'email']         20
## 3447       2015-08-06  62000   56-65ys      5 ['web', 'email']         20
## 3448       2015-11-04  38000   26-35ys      5 ['web', 'email']         20
## 3449       2017-07-05  89000   56-65ys      5 ['web', 'email']         20
## 3450       2016-04-18  78000   66-75ys      5 ['web', 'email']         20
## 3451       2013-10-08  72000   76-85ys      5 ['web', 'email']         20
## 3452       2015-03-23  34000   46-55ys      5 ['web', 'email']         20
## 3453       2017-06-13  71000   56-65ys      5 ['web', 'email']         20
## 3454       2017-04-11  69000   76-85ys      5 ['web', 'email']         20
## 3455       2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 3456       2016-11-11  75000   36-45ys      5 ['web', 'email']         20
## 3457       2016-07-15 118000   46-55ys      5 ['web', 'email']         20
## 3458       2018-02-24  73000   26-35ys      5 ['web', 'email']         20
## 3459       2016-05-13  86000   56-65ys      5 ['web', 'email']         20
## 3460       2018-03-30  96000   46-55ys      5 ['web', 'email']         20
## 3461       2017-09-10  53000   46-55ys      5 ['web', 'email']         20
## 3462       2016-08-13  84000   56-65ys      5 ['web', 'email']         20
## 3463       2016-06-12  48000   46-55ys      5 ['web', 'email']         20
## 3464       2016-02-10  36000   66-75ys      5 ['web', 'email']         20
## 3465       2016-05-29  42000   56-65ys      5 ['web', 'email']         20
## 3466       2017-10-25  58000   26-35ys      5 ['web', 'email']         20
## 3467       2014-11-30  77000    > 86ys      5 ['web', 'email']         20
## 3468       2015-12-10  93000   56-65ys      5 ['web', 'email']         20
## 3469       2016-06-10  73000   66-75ys      5 ['web', 'email']         20
## 3470       2016-05-08  40000   46-55ys      5 ['web', 'email']         20
## 3471       2018-01-22  80000   66-75ys      5 ['web', 'email']         20
## 3472       2017-06-29  80000   66-75ys      5 ['web', 'email']         20
## 3473       2018-02-26  34000   46-55ys      5 ['web', 'email']         20
## 3474       2017-08-07  58000   46-55ys      5 ['web', 'email']         20
## 3475       2018-01-15  83000   56-65ys      5 ['web', 'email']         20
## 3476       2017-03-12  86000   56-65ys      5 ['web', 'email']         20
## 3477       2013-08-15  66000   66-75ys      5 ['web', 'email']         20
## 3478       2017-10-07 118000   66-75ys      5 ['web', 'email']         20
## 3479       2017-10-09  32000   36-45ys      5 ['web', 'email']         20
## 3480       2017-11-18  51000   36-45ys      5 ['web', 'email']         20
## 3481       2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 3482       2017-06-29  80000   66-75ys      5 ['web', 'email']         20
## 3483       2017-11-23 106000   66-75ys      5 ['web', 'email']         20
## 3484       2016-03-17  77000   66-75ys      5 ['web', 'email']         20
## 3485       2018-06-29  61000   26-35ys      5 ['web', 'email']         20
## 3486       2018-01-12  40000   18-25ys      5 ['web', 'email']         20
## 3487       2015-08-16  79000   56-65ys      5 ['web', 'email']         20
## 3488       2017-07-15  76000   56-65ys      5 ['web', 'email']         20
## 3489       2017-11-08  53000   18-25ys      5 ['web', 'email']         20
## 3490       2015-08-03  45000   46-55ys      5 ['web', 'email']         20
## 3491       2018-01-18  41000   76-85ys      5 ['web', 'email']         20
## 3492       2017-10-18  68000   56-65ys      5 ['web', 'email']         20
## 3493       2017-11-01  99000   66-75ys      5 ['web', 'email']         20
## 3494       2018-01-13  96000   76-85ys      5 ['web', 'email']         20
## 3495       2018-04-06  74000   76-85ys      5 ['web', 'email']         20
## 3496       2014-04-23  43000   56-65ys      5 ['web', 'email']         20
## 3497       2016-09-03  85000   46-55ys      5 ['web', 'email']         20
## 3498       2016-10-23  58000   46-55ys      5 ['web', 'email']         20
## 3499       2017-12-16  60000   56-65ys      5 ['web', 'email']         20
## 3500       2018-06-02  33000   18-25ys      5 ['web', 'email']         20
## 3501       2017-11-21  50000   26-35ys      5 ['web', 'email']         20
## 3502       2014-10-10  86000   56-65ys      5 ['web', 'email']         20
## 3503       2018-02-16  83000   56-65ys      5 ['web', 'email']         20
## 3504       2017-04-25  95000   76-85ys      5 ['web', 'email']         20
## 3505       2017-07-28  96000   56-65ys      5 ['web', 'email']         20
## 3506       2015-10-01  50000   56-65ys      5 ['web', 'email']         20
## 3507       2016-03-27  91000   46-55ys      5 ['web', 'email']         20
## 3508       2016-05-04  38000    > 86ys      5 ['web', 'email']         20
## 3509       2018-05-18  74000   18-25ys      5 ['web', 'email']         20
## 3510       2015-09-02  54000   36-45ys      5 ['web', 'email']         20
## 3511       2016-03-12  67000   36-45ys      5 ['web', 'email']         20
## 3512       2013-10-07  54000   46-55ys      5 ['web', 'email']         20
## 3513       2018-01-02  71000   36-45ys      5 ['web', 'email']         20
## 3514       2017-06-02  96000   56-65ys      5 ['web', 'email']         20
## 3515       2018-03-10  42000   56-65ys      5 ['web', 'email']         20
## 3516       2017-01-10  55000   46-55ys      5 ['web', 'email']         20
## 3517       2016-05-30 111000   56-65ys      5 ['web', 'email']         20
## 3518       2015-08-30 108000   66-75ys      5 ['web', 'email']         20
## 3519       2018-03-17  83000   46-55ys      5 ['web', 'email']         20
## 3520       2015-05-28  56000   46-55ys      5 ['web', 'email']         20
## 3521       2015-11-01  51000   66-75ys      5 ['web', 'email']         20
## 3522       2014-09-27  91000   66-75ys      5 ['web', 'email']         20
## 3523       2017-04-25  35000   46-55ys      5 ['web', 'email']         20
## 3524       2017-04-25  35000   46-55ys      5 ['web', 'email']         20
## 3525       2017-12-15  84000   56-65ys      5 ['web', 'email']         20
## 3526       2017-06-14  69000   46-55ys      5 ['web', 'email']         20
## 3527       2015-11-01  51000   66-75ys      5 ['web', 'email']         20
## 3528       2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 3529       2017-08-07  73000   56-65ys      5 ['web', 'email']         20
## 3530       2017-11-13  44000   36-45ys      5 ['web', 'email']         20
## 3531       2017-08-16  66000    > 86ys      5 ['web', 'email']         20
## 3532       2016-08-19  70000   66-75ys      5 ['web', 'email']         20
## 3533       2016-06-20  89000   66-75ys      5 ['web', 'email']         20
## 3534       2018-05-16  53000   76-85ys      5 ['web', 'email']         20
## 3535       2016-04-14 100000   36-45ys      5 ['web', 'email']         20
## 3536       2014-06-01  60000   76-85ys      5 ['web', 'email']         20
## 3537       2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 3538       2017-10-07  57000   66-75ys      5 ['web', 'email']         20
## 3539       2017-04-14  52000   46-55ys      5 ['web', 'email']         20
## 3540       2015-04-18  78000   66-75ys      5 ['web', 'email']         20
## 3541       2017-04-14  52000   46-55ys      5 ['web', 'email']         20
## 3542       2016-03-24 116000   56-65ys      5 ['web', 'email']         20
## 3543       2016-08-24  59000   26-35ys      5 ['web', 'email']         20
## 3544       2018-03-19  65000   36-45ys      5 ['web', 'email']         20
## 3545       2018-05-19  38000   26-35ys      5 ['web', 'email']         20
## 3546       2016-07-18  96000   56-65ys      5 ['web', 'email']         20
## 3547       2016-05-22  81000   56-65ys      5 ['web', 'email']         20
## 3548       2015-09-03  45000   66-75ys      5 ['web', 'email']         20
## 3549       2018-04-29  62000   66-75ys      5 ['web', 'email']         20
## 3550       2018-07-21  95000   66-75ys      5 ['web', 'email']         20
## 3551       2017-05-17  74000   56-65ys      5 ['web', 'email']         20
## 3552       2018-07-22  60000   46-55ys      5 ['web', 'email']         20
## 3553       2018-06-21  53000   26-35ys      5 ['web', 'email']         20
## 3554       2017-09-16  37000   66-75ys      5 ['web', 'email']         20
## 3555       2016-07-07  44000   46-55ys      5 ['web', 'email']         20
## 3556       2016-07-26  97000   46-55ys      5 ['web', 'email']         20
## 3557       2018-01-25  56000   56-65ys      5 ['web', 'email']         20
## 3558       2017-10-02  89000    > 86ys      5 ['web', 'email']         20
## 3559       2017-06-04  85000   46-55ys      5 ['web', 'email']         20
## 3560       2017-10-01  31000   76-85ys      5 ['web', 'email']         20
## 3561       2016-07-25  76000   56-65ys      5 ['web', 'email']         20
## 3562       2017-10-14  83000   56-65ys      5 ['web', 'email']         20
## 3563       2014-10-29  44000   36-45ys      5 ['web', 'email']         20
## 3564       2018-07-17  56000   46-55ys      5 ['web', 'email']         20
## 3565       2017-12-19  62000   46-55ys      5 ['web', 'email']         20
## 3566       2016-10-03  89000   46-55ys      5 ['web', 'email']         20
## 3567       2016-11-04  32000   36-45ys      5 ['web', 'email']         20
## 3568       2017-03-20  40000   56-65ys      5 ['web', 'email']         20
## 3569       2017-02-22  34000   46-55ys      5 ['web', 'email']         20
## 3570       2017-11-18 109000   76-85ys      5 ['web', 'email']         20
## 3571       2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 3572       2017-11-18 109000   76-85ys      5 ['web', 'email']         20
## 3573       2017-06-27  40000   26-35ys      5 ['web', 'email']         20
## 3574       2016-12-22  72000   46-55ys      5 ['web', 'email']         20
## 3575       2015-12-04  80000   26-35ys      5 ['web', 'email']         20
## 3576       2016-08-11  81000    > 86ys      5 ['web', 'email']         20
## 3577       2018-06-16  43000   46-55ys      5 ['web', 'email']         20
## 3578       2017-12-13  73000   76-85ys      5 ['web', 'email']         20
## 3579       2015-10-20 101000   66-75ys      5 ['web', 'email']         20
## 3580       2017-08-15  39000   36-45ys      5 ['web', 'email']         20
## 3581       2018-07-17  50000   46-55ys      5 ['web', 'email']         20
## 3582       2016-11-15  53000   36-45ys      5 ['web', 'email']         20
## 3583       2014-07-16  40000   56-65ys      5 ['web', 'email']         20
## 3584       2018-07-09  93000   66-75ys      5 ['web', 'email']         20
## 3585       2017-09-09  90000   26-35ys      5 ['web', 'email']         20
## 3586       2015-07-22  75000   66-75ys      5 ['web', 'email']         20
## 3587       2017-11-22  72000   46-55ys      5 ['web', 'email']         20
## 3588       2016-02-07  78000    > 86ys      5 ['web', 'email']         20
## 3589       2017-08-12  62000   56-65ys      5 ['web', 'email']         20
## 3590       2016-02-01  66000   46-55ys      5 ['web', 'email']         20
## 3591       2015-08-15  61000   18-25ys      5 ['web', 'email']         20
## 3592       2017-01-24  71000   66-75ys      5 ['web', 'email']         20
## 3593       2015-12-25  47000   66-75ys      5 ['web', 'email']         20
## 3594       2018-06-13  76000   56-65ys      5 ['web', 'email']         20
## 3595       2018-05-31  61000   56-65ys      5 ['web', 'email']         20
## 3596       2014-07-17  85000   66-75ys      5 ['web', 'email']         20
## 3597       2016-01-16 117000   76-85ys      5 ['web', 'email']         20
## 3598       2017-08-21  31000   26-35ys      5 ['web', 'email']         20
## 3599       2017-08-28  51000   18-25ys      5 ['web', 'email']         20
## 3600       2017-08-23  91000   56-65ys      5 ['web', 'email']         20
## 3601       2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 3602       2016-02-02  56000   36-45ys      5 ['web', 'email']         20
## 3603       2018-06-06 111000   66-75ys      5 ['web', 'email']         20
## 3604       2016-04-24  72000   56-65ys      5 ['web', 'email']         20
## 3605       2017-01-23  59000   56-65ys      5 ['web', 'email']         20
## 3606       2017-11-05  70000   76-85ys      5 ['web', 'email']         20
## 3607       2017-12-12  73000   26-35ys      5 ['web', 'email']         20
## 3608       2017-10-29  70000   56-65ys      5 ['web', 'email']         20
## 3609       2018-06-06  71000   26-35ys      5 ['web', 'email']         20
## 3610       2018-07-15  60000   18-25ys      5 ['web', 'email']         20
## 3611       2017-10-28  50000   56-65ys      5 ['web', 'email']         20
## 3612       2017-07-09  73000   26-35ys      5 ['web', 'email']         20
## 3613       2016-02-01  66000   46-55ys      5 ['web', 'email']         20
## 3614       2017-07-09  73000   26-35ys      5 ['web', 'email']         20
## 3615       2016-11-11  77000   56-65ys      5 ['web', 'email']         20
## 3616       2015-08-26  70000   46-55ys      5 ['web', 'email']         20
## 3617       2016-11-12  50000   46-55ys      5 ['web', 'email']         20
## 3618       2016-04-28  84000   76-85ys      5 ['web', 'email']         20
## 3619       2016-04-02  77000   46-55ys      5 ['web', 'email']         20
## 3620       2015-08-26  70000   46-55ys      5 ['web', 'email']         20
## 3621       2016-08-16  57000   76-85ys      5 ['web', 'email']         20
## 3622       2016-08-16  57000   76-85ys      5 ['web', 'email']         20
## 3623       2016-04-30  59000   46-55ys      5 ['web', 'email']         20
## 3624       2017-09-25  70000   18-25ys      5 ['web', 'email']         20
## 3625       2016-06-18 117000    > 86ys      5 ['web', 'email']         20
## 3626       2014-01-10  71000   66-75ys      5 ['web', 'email']         20
## 3627       2018-03-01  64000   56-65ys      5 ['web', 'email']         20
## 3628       2018-04-19  50000   56-65ys      5 ['web', 'email']         20
## 3629       2017-08-05  89000   36-45ys      5 ['web', 'email']         20
## 3630       2017-03-02 103000   46-55ys      5 ['web', 'email']         20
## 3631       2016-08-28  82000   46-55ys      5 ['web', 'email']         20
## 3632       2017-10-19  37000   26-35ys      5 ['web', 'email']         20
## 3633       2018-04-14  76000   66-75ys      5 ['web', 'email']         20
## 3634       2018-02-26  74000   46-55ys      5 ['web', 'email']         20
## 3635       2016-09-09  80000   66-75ys      5 ['web', 'email']         20
## 3636       2017-12-11  40000   36-45ys      5 ['web', 'email']         20
## 3637       2017-07-13  58000   66-75ys      5 ['web', 'email']         20
## 3638       2016-05-04  71000   36-45ys      5 ['web', 'email']         20
## 3639       2016-02-10  77000   66-75ys      5 ['web', 'email']         20
## 3640       2017-09-07  30000   46-55ys      5 ['web', 'email']         20
## 3641       2018-05-11  37000   26-35ys      5 ['web', 'email']         20
## 3642       2016-05-05  64000   26-35ys      5 ['web', 'email']         20
## 3643       2018-04-20  88000   56-65ys      5 ['web', 'email']         20
## 3644       2016-07-04  64000   46-55ys      5 ['web', 'email']         20
## 3645       2016-07-15  53000   46-55ys      5 ['web', 'email']         20
## 3646       2017-01-01  73000   46-55ys      5 ['web', 'email']         20
## 3647       2018-03-03 103000    > 86ys      5 ['web', 'email']         20
## 3648       2016-07-29  95000   56-65ys      5 ['web', 'email']         20
## 3649       2016-02-10  77000   66-75ys      5 ['web', 'email']         20
## 3650       2016-08-19 100000   36-45ys      5 ['web', 'email']         20
## 3651       2017-04-17  74000   46-55ys      5 ['web', 'email']         20
## 3652       2017-11-01  35000   18-25ys      5 ['web', 'email']         20
## 3653       2016-03-17  53000   26-35ys      5 ['web', 'email']         20
## 3654       2014-01-08  60000   76-85ys      5 ['web', 'email']         20
## 3655       2017-05-12  63000   46-55ys      5 ['web', 'email']         20
## 3656       2018-05-16  56000   18-25ys      5 ['web', 'email']         20
## 3657       2016-10-20  41000   46-55ys      5 ['web', 'email']         20
## 3658       2018-02-26  53000   46-55ys      5 ['web', 'email']         20
## 3659       2017-04-18  95000   46-55ys      5 ['web', 'email']         20
## 3660       2017-05-24  49000   18-25ys      5 ['web', 'email']         20
## 3661       2017-11-03  53000   36-45ys      5 ['web', 'email']         20
## 3662       2018-04-14  61000   66-75ys      5 ['web', 'email']         20
## 3663       2016-05-24  85000   56-65ys      5 ['web', 'email']         20
## 3664       2018-05-17  62000   36-45ys      5 ['web', 'email']         20
## 3665       2017-08-19  55000   46-55ys      5 ['web', 'email']         20
## 3666       2017-08-05  90000   66-75ys      5 ['web', 'email']         20
## 3667       2017-11-27  51000   66-75ys      5 ['web', 'email']         20
## 3668       2015-11-05  47000   26-35ys      5 ['web', 'email']         20
## 3669       2016-11-26  74000   56-65ys      5 ['web', 'email']         20
## 3670       2017-11-05  42000   36-45ys      5 ['web', 'email']         20
## 3671       2016-01-23 115000   56-65ys      5 ['web', 'email']         20
## 3672       2015-12-20 114000   56-65ys      5 ['web', 'email']         20
## 3673       2018-06-29  35000   46-55ys      5 ['web', 'email']         20
## 3674       2016-07-09  75000   56-65ys      5 ['web', 'email']         20
## 3675       2017-12-15 113000   46-55ys      5 ['web', 'email']         20
## 3676       2014-02-11  37000   46-55ys      5 ['web', 'email']         20
## 3677       2017-09-02  41000   36-45ys      5 ['web', 'email']         20
## 3678       2017-02-05  43000   66-75ys      5 ['web', 'email']         20
## 3679       2017-03-24  86000   36-45ys      5 ['web', 'email']         20
## 3680       2017-12-31  66000   66-75ys      5 ['web', 'email']         20
## 3681       2017-09-24  34000   18-25ys      5 ['web', 'email']         20
## 3682       2017-05-03  88000   76-85ys      5 ['web', 'email']         20
## 3683       2018-07-14  48000   76-85ys      5 ['web', 'email']         20
## 3684       2017-05-17  38000   18-25ys      5 ['web', 'email']         20
## 3685       2018-06-16  64000   18-25ys      5 ['web', 'email']         20
## 3686       2016-11-18  43000   36-45ys      5 ['web', 'email']         20
## 3687       2017-10-18  67000   26-35ys      5 ['web', 'email']         20
## 3688       2015-09-28  65000   36-45ys      5 ['web', 'email']         20
## 3689       2017-11-29  62000   46-55ys      5 ['web', 'email']         20
## 3690       2018-02-17  47000   46-55ys      5 ['web', 'email']         20
## 3691       2016-01-23  98000   36-45ys      5 ['web', 'email']         20
## 3692       2018-04-30  96000   46-55ys      5 ['web', 'email']         20
## 3693       2018-04-30  96000   46-55ys      5 ['web', 'email']         20
## 3694       2018-01-26  53000   36-45ys      5 ['web', 'email']         20
## 3695       2017-02-05  55000   46-55ys      5 ['web', 'email']         20
## 3696       2017-01-10  73000   46-55ys      5 ['web', 'email']         20
## 3697       2014-11-24  62000   26-35ys      5 ['web', 'email']         20
## 3698       2017-09-13  33000   56-65ys      5 ['web', 'email']         20
## 3699       2016-07-06 113000   76-85ys      5 ['web', 'email']         20
## 3700       2017-01-01  71000   66-75ys      5 ['web', 'email']         20
## 3701       2018-02-06  81000   36-45ys      5 ['web', 'email']         20
## 3702       2018-07-13  38000   36-45ys      5 ['web', 'email']         20
## 3703       2017-08-19  74000    > 86ys      5 ['web', 'email']         20
## 3704       2018-01-02  57000   18-25ys      5 ['web', 'email']         20
## 3705       2016-03-08 115000   66-75ys      5 ['web', 'email']         20
## 3706       2016-10-17  66000   56-65ys      5 ['web', 'email']         20
## 3707       2017-10-20  72000   18-25ys      5 ['web', 'email']         20
## 3708       2016-03-07  34000   56-65ys      5 ['web', 'email']         20
## 3709       2018-07-14  33000   46-55ys      5 ['web', 'email']         20
## 3710       2015-02-11  82000   46-55ys      5 ['web', 'email']         20
## 3711       2018-07-09  67000   56-65ys      5 ['web', 'email']         20
## 3712       2017-11-20  94000   56-65ys      5 ['web', 'email']         20
## 3713       2018-03-19  51000   26-35ys      5 ['web', 'email']         20
## 3714       2016-02-17  95000   56-65ys      5 ['web', 'email']         20
## 3715       2017-01-28  32000   26-35ys      5 ['web', 'email']         20
## 3716       2016-09-30  61000   76-85ys      5 ['web', 'email']         20
## 3717       2018-05-18 117000   66-75ys      5 ['web', 'email']         20
## 3718       2017-12-01  36000   56-65ys      5 ['web', 'email']         20
## 3719       2013-09-06  77000   66-75ys      5 ['web', 'email']         20
## 3720       2016-03-09  52000   26-35ys      5 ['web', 'email']         20
## 3721       2018-06-02  38000   56-65ys      5 ['web', 'email']         20
## 3722       2018-06-16  65000   56-65ys      5 ['web', 'email']         20
## 3723       2014-11-19  61000   46-55ys      5 ['web', 'email']         20
## 3724       2018-01-22  63000   56-65ys      5 ['web', 'email']         20
## 3725       2017-12-23  62000   46-55ys      5 ['web', 'email']         20
## 3726       2018-04-25  67000   46-55ys      5 ['web', 'email']         20
## 3727       2016-03-31  81000   36-45ys      5 ['web', 'email']         20
## 3728       2016-04-13  72000   46-55ys      5 ['web', 'email']         20
## 3729       2017-09-02  59000   36-45ys      5 ['web', 'email']         20
## 3730       2018-07-18  81000   46-55ys      5 ['web', 'email']         20
## 3731       2017-06-28  81000   46-55ys      5 ['web', 'email']         20
## 3732       2017-11-19  72000   36-45ys      5 ['web', 'email']         20
## 3733       2017-09-25  67000   36-45ys      5 ['web', 'email']         20
## 3734       2017-06-27 104000   46-55ys      5 ['web', 'email']         20
## 3735       2017-05-25  48000   56-65ys      5 ['web', 'email']         20
## 3736       2017-08-13  45000   36-45ys      5 ['web', 'email']         20
## 3737       2016-04-06  73000   18-25ys      5 ['web', 'email']         20
## 3738       2015-08-19  83000   76-85ys      5 ['web', 'email']         20
## 3739       2017-12-10  65000   46-55ys      5 ['web', 'email']         20
## 3740       2017-12-06  42000   26-35ys      5 ['web', 'email']         20
## 3741       2015-09-03  95000    > 86ys      5 ['web', 'email']         20
## 3742       2016-06-18  45000   18-25ys      5 ['web', 'email']         20
## 3743       2017-04-27  71000   36-45ys      5 ['web', 'email']         20
## 3744       2018-06-27  57000   26-35ys      5 ['web', 'email']         20
## 3745       2018-03-19  98000   56-65ys      5 ['web', 'email']         20
## 3746       2017-09-06  44000   76-85ys      5 ['web', 'email']         20
## 3747       2017-12-21  54000   36-45ys      5 ['web', 'email']         20
## 3748       2017-12-14  54000    > 86ys      5 ['web', 'email']         20
## 3749       2017-12-10  30000   46-55ys      5 ['web', 'email']         20
## 3750       2017-09-01  76000   46-55ys      5 ['web', 'email']         20
## 3751       2014-07-24  77000   46-55ys      5 ['web', 'email']         20
## 3752       2018-06-07  83000   56-65ys      5 ['web', 'email']         20
## 3753       2018-04-29  51000   66-75ys      5 ['web', 'email']         20
## 3754       2015-12-22  57000   66-75ys      5 ['web', 'email']         20
## 3755       2016-08-27  59000   66-75ys      5 ['web', 'email']         20
## 3756       2018-06-14  54000   66-75ys      5 ['web', 'email']         20
## 3757       2018-02-05  33000   18-25ys      5 ['web', 'email']         20
## 3758       2015-06-08  71000   46-55ys      5 ['web', 'email']         20
## 3759       2017-11-07  52000   76-85ys      5 ['web', 'email']         20
## 3760       2018-02-05  33000   18-25ys      5 ['web', 'email']         20
## 3761       2016-04-17  45000   66-75ys      5 ['web', 'email']         20
## 3762       2018-04-16  99000   46-55ys      5 ['web', 'email']         20
## 3763       2017-12-19  36000   36-45ys      5 ['web', 'email']         20
## 3764       2016-09-01  96000   46-55ys      5 ['web', 'email']         20
## 3765       2018-02-09  30000   56-65ys      5 ['web', 'email']         20
## 3766       2018-07-22  61000   36-45ys      5 ['web', 'email']         20
## 3767       2018-05-27  70000   36-45ys      5 ['web', 'email']         20
## 3768       2017-01-24  82000   46-55ys      5 ['web', 'email']         20
## 3769       2013-09-20  66000   46-55ys      5 ['web', 'email']         20
## 3770       2017-01-24  82000   46-55ys      5 ['web', 'email']         20
## 3771       2015-06-08  71000   46-55ys      5 ['web', 'email']         20
## 3772       2017-05-14  75000   46-55ys      5 ['web', 'email']         20
## 3773       2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 3774       2018-03-17  37000   66-75ys      5 ['web', 'email']         20
## 3775       2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 3776       2016-09-23  57000   46-55ys      5 ['web', 'email']         20
## 3777       2017-04-03  91000   36-45ys      5 ['web', 'email']         20
## 3778       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 3779       2017-10-30  72000   66-75ys      5 ['web', 'email']         20
## 3780       2018-06-26  63000   56-65ys      5 ['web', 'email']         20
## 3781       2018-03-22  51000   56-65ys      5 ['web', 'email']         20
## 3782       2014-04-04  41000   26-35ys      5 ['web', 'email']         20
## 3783       2016-01-06  47000   46-55ys      5 ['web', 'email']         20
## 3784       2017-11-27  52000   66-75ys      5 ['web', 'email']         20
## 3785       2015-09-01  73000   46-55ys      5 ['web', 'email']         20
## 3786       2016-08-04 111000   56-65ys      5 ['web', 'email']         20
## 3787       2018-07-16  97000   56-65ys      5 ['web', 'email']         20
## 3788       2018-07-12 100000   66-75ys      5 ['web', 'email']         20
## 3789       2016-04-20  97000   46-55ys      5 ['web', 'email']         20
## 3790       2018-07-16  97000   56-65ys      5 ['web', 'email']         20
## 3791       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 3792       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 3793       2016-10-21  97000   36-45ys      5 ['web', 'email']         20
## 3794       2016-08-24 107000   66-75ys      5 ['web', 'email']         20
## 3795       2017-01-21  52000   26-35ys      5 ['web', 'email']         20
## 3796       2016-02-19  80000   76-85ys      5 ['web', 'email']         20
## 3797       2018-02-20  54000   36-45ys      5 ['web', 'email']         20
## 3798       2017-07-31  42000   46-55ys      5 ['web', 'email']         20
## 3799       2017-01-26  82000   66-75ys      5 ['web', 'email']         20
## 3800       2018-06-30  36000   46-55ys      5 ['web', 'email']         20
## 3801       2015-09-07  84000   66-75ys      5 ['web', 'email']         20
## 3802       2017-01-15  51000   66-75ys      5 ['web', 'email']         20
## 3803       2017-09-11  59000   56-65ys      5 ['web', 'email']         20
## 3804       2017-03-12  67000   36-45ys      5 ['web', 'email']         20
## 3805       2017-09-25 110000   56-65ys      5 ['web', 'email']         20
## 3806       2018-06-30  36000   46-55ys      5 ['web', 'email']         20
## 3807       2017-08-31  78000   56-65ys      5 ['web', 'email']         20
## 3808       2017-09-29  33000   56-65ys      5 ['web', 'email']         20
## 3809       2017-08-09  69000   36-45ys      5 ['web', 'email']         20
## 3810       2015-11-28  61000   46-55ys      5 ['web', 'email']         20
## 3811       2018-01-23  57000   46-55ys      5 ['web', 'email']         20
## 3812       2018-01-23  57000   46-55ys      5 ['web', 'email']         20
## 3813       2016-05-29  82000   56-65ys      5 ['web', 'email']         20
## 3814       2017-05-30 108000   46-55ys      5 ['web', 'email']         20
## 3815       2018-07-25 103000   76-85ys      5 ['web', 'email']         20
## 3816       2017-04-08  35000   56-65ys      5 ['web', 'email']         20
## 3817       2016-09-11  68000   66-75ys      5 ['web', 'email']         20
## 3818       2015-08-26  93000   46-55ys      5 ['web', 'email']         20
## 3819       2014-07-14  95000   46-55ys      5 ['web', 'email']         20
## 3820       2017-02-03  75000   76-85ys      5 ['web', 'email']         20
## 3821       2017-03-07  59000   46-55ys      5 ['web', 'email']         20
## 3822       2018-05-29  69000   56-65ys      5 ['web', 'email']         20
## 3823       2016-07-15 118000   46-55ys      5 ['web', 'email']         20
## 3824       2017-10-04  50000   18-25ys      5 ['web', 'email']         20
## 3825       2018-01-29  38000   36-45ys      5 ['web', 'email']         20
## 3826       2016-12-16  72000   36-45ys      5 ['web', 'email']         20
## 3827       2017-12-27  73000   56-65ys      5 ['web', 'email']         20
## 3828       2017-08-12  50000    > 86ys      5 ['web', 'email']         20
## 3829       2017-11-03  64000   76-85ys      5 ['web', 'email']         20
## 3830       2018-07-24  35000   66-75ys      5 ['web', 'email']         20
## 3831       2016-07-15 118000   46-55ys      5 ['web', 'email']         20
## 3832       2018-04-30  52000   66-75ys      5 ['web', 'email']         20
## 3833       2018-06-27  61000   56-65ys      5 ['web', 'email']         20
## 3834       2018-03-30  96000   46-55ys      5 ['web', 'email']         20
## 3835       2017-08-23  86000   66-75ys      5 ['web', 'email']         20
## 3836       2018-03-24  65000   18-25ys      5 ['web', 'email']         20
## 3837       2018-03-24  65000   18-25ys      5 ['web', 'email']         20
## 3838       2017-04-15  80000   56-65ys      5 ['web', 'email']         20
## 3839       2015-10-30  74000   46-55ys      5 ['web', 'email']         20
## 3840       2018-03-08  84000   46-55ys      5 ['web', 'email']         20
## 3841       2015-11-22  80000   76-85ys      5 ['web', 'email']         20
## 3842       2018-03-10  44000   18-25ys      5 ['web', 'email']         20
## 3843       2016-04-22  68000   36-45ys      5 ['web', 'email']         20
## 3844       2017-08-15 119000   56-65ys      5 ['web', 'email']         20
## 3845       2015-12-13  97000   66-75ys      5 ['web', 'email']         20
## 3846       2018-03-24  65000   18-25ys      5 ['web', 'email']         20
## 3847       2016-11-02  70000   56-65ys      5 ['web', 'email']         20
## 3848       2017-08-28  68000   46-55ys      5 ['web', 'email']         20
## 3849       2016-05-11 107000   76-85ys      5 ['web', 'email']         20
## 3850       2016-08-04  41000   46-55ys      5 ['web', 'email']         20
## 3851       2016-06-04 106000   56-65ys      5 ['web', 'email']         20
## 3852       2016-12-07 106000   56-65ys      5 ['web', 'email']         20
## 3853       2018-05-19  72000   56-65ys      5 ['web', 'email']         20
## 3854       2016-01-07  78000   56-65ys      5 ['web', 'email']         20
## 3855       2017-12-02  67000   66-75ys      5 ['web', 'email']         20
## 3856       2017-10-20  34000   26-35ys      5 ['web', 'email']         20
## 3857       2018-01-04  73000   66-75ys      5 ['web', 'email']         20
## 3858       2013-08-11  31000   66-75ys      5 ['web', 'email']         20
## 3859       2015-02-18  69000   36-45ys      5 ['web', 'email']         20
## 3860       2017-05-06  68000   46-55ys      5 ['web', 'email']         20
## 3861       2016-07-31  62000   36-45ys      5 ['web', 'email']         20
## 3862       2016-03-27  91000   46-55ys      5 ['web', 'email']         20
## 3863       2017-04-03  74000   56-65ys      5 ['web', 'email']         20
## 3864       2018-01-23  42000   46-55ys      5 ['web', 'email']         20
## 3865       2017-06-24  73000   56-65ys      5 ['web', 'email']         20
## 3866       2016-08-05  87000   76-85ys      5 ['web', 'email']         20
## 3867       2015-08-03  45000   46-55ys      5 ['web', 'email']         20
## 3868       2016-03-19  81000   66-75ys      5 ['web', 'email']         20
## 3869       2016-02-01  51000   56-65ys      5 ['web', 'email']         20
## 3870       2017-10-22 120000   46-55ys      5 ['web', 'email']         20
## 3871       2017-12-29  53000   36-45ys      5 ['web', 'email']         20
## 3872       2017-05-24  58000   46-55ys      5 ['web', 'email']         20
## 3873       2016-09-14  72000   36-45ys      5 ['web', 'email']         20
## 3874       2015-12-19  69000   56-65ys      5 ['web', 'email']         20
## 3875       2018-01-02  40000   18-25ys      5 ['web', 'email']         20
## 3876       2016-10-14 102000   56-65ys      5 ['web', 'email']         20
## 3877       2017-07-23  40000   56-65ys      5 ['web', 'email']         20
## 3878       2016-07-07  35000   66-75ys      5 ['web', 'email']         20
## 3879       2018-07-18  64000   56-65ys      5 ['web', 'email']         20
## 3880       2017-03-12  60000   76-85ys      5 ['web', 'email']         20
## 3881       2016-02-16  80000   46-55ys      5 ['web', 'email']         20
## 3882       2018-04-26  32000   18-25ys      5 ['web', 'email']         20
## 3883       2017-02-20  88000   66-75ys      5 ['web', 'email']         20
## 3884       2018-05-25  70000   26-35ys      5 ['web', 'email']         20
## 3885       2018-02-09  70000   76-85ys      5 ['web', 'email']         20
## 3886       2017-09-22  81000    > 86ys      5 ['web', 'email']         20
## 3887       2016-06-09  92000   26-35ys      5 ['web', 'email']         20
## 3888       2016-09-05  78000   56-65ys      5 ['web', 'email']         20
## 3889       2017-02-12  42000   46-55ys      5 ['web', 'email']         20
## 3890       2016-05-15  56000   56-65ys      5 ['web', 'email']         20
## 3891       2017-11-16  74000   66-75ys      5 ['web', 'email']         20
## 3892       2018-03-27  70000   36-45ys      5 ['web', 'email']         20
## 3893       2016-11-06  60000   18-25ys      5 ['web', 'email']         20
## 3894       2015-01-29  57000   36-45ys      5 ['web', 'email']         20
## 3895       2015-01-29  57000   36-45ys      5 ['web', 'email']         20
## 3896       2016-08-31  51000   36-45ys      5 ['web', 'email']         20
## 3897       2015-01-29  57000   36-45ys      5 ['web', 'email']         20
## 3898       2016-12-03  57000   56-65ys      5 ['web', 'email']         20
## 3899       2015-11-17  68000   76-85ys      5 ['web', 'email']         20
## 3900       2017-11-02  56000   36-45ys      5 ['web', 'email']         20
## 3901       2017-09-01  46000   36-45ys      5 ['web', 'email']         20
## 3902       2014-05-11  68000   46-55ys      5 ['web', 'email']         20
## 3903       2017-02-12  42000   46-55ys      5 ['web', 'email']         20
## 3904       2014-02-04  57000   46-55ys      5 ['web', 'email']         20
## 3905       2016-07-04  74000   66-75ys      5 ['web', 'email']         20
## 3906       2016-10-31  36000   18-25ys      5 ['web', 'email']         20
## 3907       2016-12-17  75000   66-75ys      5 ['web', 'email']         20
## 3908       2017-05-31  65000   76-85ys      5 ['web', 'email']         20
## 3909       2017-08-07  98000   46-55ys      5 ['web', 'email']         20
## 3910       2015-09-21  57000   18-25ys      5 ['web', 'email']         20
## 3911       2016-11-25  72000   18-25ys      5 ['web', 'email']         20
## 3912       2017-12-13  85000   66-75ys      5 ['web', 'email']         20
## 3913       2016-03-17  54000   56-65ys      5 ['web', 'email']         20
## 3914       2017-04-09 100000   76-85ys      5 ['web', 'email']         20
## 3915       2017-09-19  71000   46-55ys      5 ['web', 'email']         20
## 3916       2017-09-25  44000   76-85ys      5 ['web', 'email']         20
## 3917       2015-01-08  40000   26-35ys      5 ['web', 'email']         20
## 3918       2017-09-05  90000   66-75ys      5 ['web', 'email']         20
## 3919       2017-06-26  57000   66-75ys      5 ['web', 'email']         20
## 3920       2016-11-16  78000   56-65ys      5 ['web', 'email']         20
## 3921       2018-04-21  55000   36-45ys      5 ['web', 'email']         20
## 3922       2017-07-01  74000   56-65ys      5 ['web', 'email']         20
## 3923       2018-07-22  60000   46-55ys      5 ['web', 'email']         20
## 3924       2017-05-15 113000   46-55ys      5 ['web', 'email']         20
## 3925       2018-04-21  55000   36-45ys      5 ['web', 'email']         20
## 3926       2017-07-24  33000   26-35ys      5 ['web', 'email']         20
## 3927       2017-09-08  83000   66-75ys      5 ['web', 'email']         20
## 3928       2018-02-24  40000   56-65ys      5 ['web', 'email']         20
## 3929       2016-07-07  43000   66-75ys      5 ['web', 'email']         20
## 3930       2016-10-26  51000   56-65ys      5 ['web', 'email']         20
## 3931       2018-03-20  43000   26-35ys      5 ['web', 'email']         20
## 3932       2017-09-27  55000   46-55ys      5 ['web', 'email']         20
## 3933       2017-09-21  97000   46-55ys      5 ['web', 'email']         20
## 3934       2015-11-18  72000   46-55ys      5 ['web', 'email']         20
## 3935       2018-01-05 100000   56-65ys      5 ['web', 'email']         20
## 3936       2017-02-16  82000   36-45ys      5 ['web', 'email']         20
## 3937       2016-09-28  33000   76-85ys      5 ['web', 'email']         20
## 3938       2015-12-21  31000   56-65ys      5 ['web', 'email']         20
## 3939       2018-06-18  59000   56-65ys      5 ['web', 'email']         20
## 3940       2017-04-01  57000   66-75ys      5 ['web', 'email']         20
## 3941       2017-10-25  49000    > 86ys      5 ['web', 'email']         20
## 3942       2015-08-06  55000   36-45ys      5 ['web', 'email']         20
## 3943       2018-06-18  59000   56-65ys      5 ['web', 'email']         20
## 3944       2018-06-21  66000   46-55ys      5 ['web', 'email']         20
## 3945       2017-02-16  82000   36-45ys      5 ['web', 'email']         20
## 3946       2017-10-17  33000   46-55ys      5 ['web', 'email']         20
## 3947       2016-03-10  39000   66-75ys      5 ['web', 'email']         20
## 3948       2018-03-01  36000   26-35ys      5 ['web', 'email']         20
## 3949       2014-11-14  34000   46-55ys      5 ['web', 'email']         20
## 3950       2017-01-12 103000   66-75ys      5 ['web', 'email']         20
## 3951       2014-11-13  34000   66-75ys      5 ['web', 'email']         20
## 3952       2014-04-02  68000   26-35ys      5 ['web', 'email']         20
## 3953       2018-03-20 108000   56-65ys      5 ['web', 'email']         20
## 3954       2018-01-23  63000   36-45ys      5 ['web', 'email']         20
## 3955       2015-11-07  42000   56-65ys      5 ['web', 'email']         20
## 3956       2016-09-13  72000   56-65ys      5 ['web', 'email']         20
## 3957       2018-07-12  57000   66-75ys      5 ['web', 'email']         20
## 3958       2016-08-02  84000   56-65ys      5 ['web', 'email']         20
## 3959       2017-09-12  98000   56-65ys      5 ['web', 'email']         20
## 3960       2016-02-05  99000   56-65ys      5 ['web', 'email']         20
## 3961       2017-08-07  68000   18-25ys      5 ['web', 'email']         20
## 3962       2015-11-21  66000   36-45ys      5 ['web', 'email']         20
## 3963       2018-02-07  77000   66-75ys      5 ['web', 'email']         20
## 3964       2015-10-19  68000   56-65ys      5 ['web', 'email']         20
## 3965       2018-01-15  68000   66-75ys      5 ['web', 'email']         20
## 3966       2014-03-29  42000   36-45ys      5 ['web', 'email']         20
## 3967       2016-12-28  84000   36-45ys      5 ['web', 'email']         20
## 3968       2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 3969       2016-09-21  54000   36-45ys      5 ['web', 'email']         20
## 3970       2018-06-17  47000   26-35ys      5 ['web', 'email']         20
## 3971       2017-09-01 105000   46-55ys      5 ['web', 'email']         20
## 3972       2015-11-21  66000   36-45ys      5 ['web', 'email']         20
## 3973       2015-11-07  42000   56-65ys      5 ['web', 'email']         20
## 3974       2018-01-24  31000   36-45ys      5 ['web', 'email']         20
## 3975       2016-07-02  73000   56-65ys      5 ['web', 'email']         20
## 3976       2018-01-30  45000   56-65ys      5 ['web', 'email']         20
## 3977       2018-04-17  72000   76-85ys      5 ['web', 'email']         20
## 3978       2018-07-15  59000   66-75ys      5 ['web', 'email']         20
## 3979       2016-05-22  98000   66-75ys      5 ['web', 'email']         20
## 3980       2018-07-01  36000   66-75ys      5 ['web', 'email']         20
## 3981       2016-09-28 102000   76-85ys      5 ['web', 'email']         20
## 3982       2018-01-13  71000   46-55ys      5 ['web', 'email']         20
## 3983       2015-10-07  66000   76-85ys      5 ['web', 'email']         20
## 3984       2015-08-31  73000   56-65ys      5 ['web', 'email']         20
## 3985       2016-10-20  73000   46-55ys      5 ['web', 'email']         20
## 3986       2017-11-19  34000   26-35ys      5 ['web', 'email']         20
## 3987       2014-03-03  82000   56-65ys      5 ['web', 'email']         20
## 3988       2017-03-23  33000   26-35ys      5 ['web', 'email']         20
## 3989       2016-04-02  85000   46-55ys      5 ['web', 'email']         20
## 3990       2016-05-22  98000   66-75ys      5 ['web', 'email']         20
## 3991       2013-10-29  55000   66-75ys      5 ['web', 'email']         20
## 3992       2017-09-29  99000   66-75ys      5 ['web', 'email']         20
## 3993       2018-01-09 100000   76-85ys      5 ['web', 'email']         20
## 3994       2018-06-27  44000    > 86ys      5 ['web', 'email']         20
## 3995       2018-06-24  31000   66-75ys      5 ['web', 'email']         20
## 3996       2017-09-16  72000   46-55ys      5 ['web', 'email']         20
## 3997       2017-03-26  36000   46-55ys      5 ['web', 'email']         20
## 3998       2016-03-05  89000   36-45ys      5 ['web', 'email']         20
## 3999       2017-12-24 107000   56-65ys      5 ['web', 'email']         20
## 4000       2016-07-26  80000   56-65ys      5 ['web', 'email']         20
## 4001       2017-07-03  76000   66-75ys      5 ['web', 'email']         20
## 4002       2017-09-11  73000   26-35ys      5 ['web', 'email']         20
## 4003       2017-12-25  74000   76-85ys      5 ['web', 'email']         20
## 4004       2015-10-02  89000   66-75ys      5 ['web', 'email']         20
## 4005       2018-05-11  63000   66-75ys      5 ['web', 'email']         20
## 4006       2018-01-28  57000   56-65ys      5 ['web', 'email']         20
## 4007       2014-10-04  50000   36-45ys      5 ['web', 'email']         20
## 4008       2018-05-14  56000   56-65ys      5 ['web', 'email']         20
## 4009       2015-05-02  66000   76-85ys      5 ['web', 'email']         20
## 4010       2015-10-08  68000   56-65ys      5 ['web', 'email']         20
## 4011       2015-12-07  86000   46-55ys      5 ['web', 'email']         20
## 4012       2016-04-15  66000   36-45ys      5 ['web', 'email']         20
## 4013       2018-05-19  77000   66-75ys      5 ['web', 'email']         20
## 4014       2017-08-16 106000   76-85ys      5 ['web', 'email']         20
## 4015       2018-06-21 111000   56-65ys      5 ['web', 'email']         20
## 4016       2017-11-20  53000   46-55ys      5 ['web', 'email']         20
## 4017       2014-09-25  56000   46-55ys      5 ['web', 'email']         20
## 4018       2018-04-22  52000   56-65ys      5 ['web', 'email']         20
## 4019       2015-09-29  42000   26-35ys      5 ['web', 'email']         20
## 4020       2018-03-19  46000   46-55ys      5 ['web', 'email']         20
## 4021       2016-06-19  33000   26-35ys      5 ['web', 'email']         20
## 4022       2017-09-28  57000   76-85ys      5 ['web', 'email']         20
## 4023       2015-07-28  97000   46-55ys      5 ['web', 'email']         20
## 4024       2016-08-25  66000   56-65ys      5 ['web', 'email']         20
## 4025       2016-05-13  43000   46-55ys      5 ['web', 'email']         20
## 4026       2018-05-17  62000   36-45ys      5 ['web', 'email']         20
## 4027       2014-08-05  55000   18-25ys      5 ['web', 'email']         20
## 4028       2016-11-15  53000   18-25ys      5 ['web', 'email']         20
## 4029       2018-05-25  78000   46-55ys      5 ['web', 'email']         20
## 4030       2017-06-06  79000   46-55ys      5 ['web', 'email']         20
## 4031       2017-08-15  43000   26-35ys      5 ['web', 'email']         20
## 4032       2018-04-27  57000    > 86ys      5 ['web', 'email']         20
## 4033       2017-02-22  71000   66-75ys      5 ['web', 'email']         20
## 4034       2018-03-07 103000   56-65ys      5 ['web', 'email']         20
## 4035       2014-01-07  30000   66-75ys      5 ['web', 'email']         20
## 4036       2015-12-23  64000   46-55ys      5 ['web', 'email']         20
## 4037       2016-08-02 112000   46-55ys      5 ['web', 'email']         20
## 4038       2015-09-03  85000   36-45ys      5 ['web', 'email']         20
## 4039       2016-12-15 110000   76-85ys      5 ['web', 'email']         20
## 4040       2017-07-28  69000   46-55ys      5 ['web', 'email']         20
## 4041       2015-12-31  41000   46-55ys      5 ['web', 'email']         20
## 4042       2015-02-16  43000   46-55ys      5 ['web', 'email']         20
## 4043       2017-07-05  69000   26-35ys      5 ['web', 'email']         20
## 4044       2015-04-25  53000   46-55ys      5 ['web', 'email']         20
## 4045       2016-08-10  92000   46-55ys      5 ['web', 'email']         20
## 4046       2018-07-06  51000   36-45ys      5 ['web', 'email']         20
## 4047       2017-12-05  92000   36-45ys      5 ['web', 'email']         20
## 4048       2017-12-29  81000   66-75ys      5 ['web', 'email']         20
## 4049       2018-04-10  91000   46-55ys      5 ['web', 'email']         20
## 4050       2018-01-09  57000   36-45ys      5 ['web', 'email']         20
## 4051       2016-11-21  65000   46-55ys      5 ['web', 'email']         20
## 4052       2017-06-21  88000   46-55ys      5 ['web', 'email']         20
## 4053       2015-12-12  85000   36-45ys      5 ['web', 'email']         20
## 4054       2018-04-10  91000   46-55ys      5 ['web', 'email']         20
## 4055       2015-10-10 118000   56-65ys      5 ['web', 'email']         20
## 4056       2017-09-06 109000   56-65ys      5 ['web', 'email']         20
## 4057       2017-06-21  88000   46-55ys      5 ['web', 'email']         20
## 4058       2018-03-09  81000   76-85ys      5 ['web', 'email']         20
## 4059       2016-04-21 109000   66-75ys      5 ['web', 'email']         20
## 4060       2017-12-21  32000   26-35ys      5 ['web', 'email']         20
## 4061       2017-10-08  73000   18-25ys      5 ['web', 'email']         20
## 4062       2016-06-09  63000   18-25ys      5 ['web', 'email']         20
## 4063       2017-04-25  61000   36-45ys      5 ['web', 'email']         20
## 4064       2017-12-26  79000    > 86ys      5 ['web', 'email']         20
## 4065       2017-08-31  70000   36-45ys      5 ['web', 'email']         20
## 4066       2017-12-07  53000   36-45ys      5 ['web', 'email']         20
## 4067       2015-10-25  43000   18-25ys      5 ['web', 'email']         20
## 4068       2016-01-09  42000   36-45ys      5 ['web', 'email']         20
## 4069       2017-11-16  34000   46-55ys      5 ['web', 'email']         20
## 4070       2018-07-10  71000   56-65ys      5 ['web', 'email']         20
## 4071       2018-01-20  51000   56-65ys      5 ['web', 'email']         20
## 4072       2018-03-12  32000   66-75ys      5 ['web', 'email']         20
## 4073       2016-10-14 105000   66-75ys      5 ['web', 'email']         20
## 4074       2017-09-02  89000   56-65ys      5 ['web', 'email']         20
## 4075       2015-10-15  98000   46-55ys      5 ['web', 'email']         20
## 4076       2015-12-05  62000   46-55ys      5 ['web', 'email']         20
## 4077       2018-01-27  88000   56-65ys      5 ['web', 'email']         20
## 4078       2017-09-15  60000   26-35ys      5 ['web', 'email']         20
## 4079       2016-12-31  95000   66-75ys      5 ['web', 'email']         20
## 4080       2017-04-26  41000   56-65ys      5 ['web', 'email']         20
## 4081       2017-08-18  68000   66-75ys      5 ['web', 'email']         20
## 4082       2017-05-20  54000   46-55ys      5 ['web', 'email']         20
## 4083       2017-08-24  54000    > 86ys      5 ['web', 'email']         20
## 4084       2017-12-04  93000   56-65ys      5 ['web', 'email']         20
## 4085       2017-08-24  54000    > 86ys      5 ['web', 'email']         20
## 4086       2016-09-03  38000   36-45ys      5 ['web', 'email']         20
## 4087       2018-03-12  32000   66-75ys      5 ['web', 'email']         20
## 4088       2016-04-07  59000   66-75ys      5 ['web', 'email']         20
## 4089       2017-11-06  70000   36-45ys      5 ['web', 'email']         20
## 4090       2018-01-19  83000   46-55ys      5 ['web', 'email']         20
## 4091       2016-08-04 103000   46-55ys      5 ['web', 'email']         20
## 4092       2014-07-12  36000   46-55ys      5 ['web', 'email']         20
## 4093       2017-08-10  63000   56-65ys      5 ['web', 'email']         20
## 4094       2018-03-21  59000   46-55ys      5 ['web', 'email']         20
## 4095       2017-12-04  52000   76-85ys      5 ['web', 'email']         20
## 4096       2017-09-08  64000   66-75ys      5 ['web', 'email']         20
## 4097       2018-07-12  87000   66-75ys      5 ['web', 'email']         20
## 4098       2018-05-07  36000   56-65ys      5 ['web', 'email']         20
## 4099       2016-03-29  85000   36-45ys      5 ['web', 'email']         20
## 4100       2018-04-23  59000   56-65ys      5 ['web', 'email']         20
## 4101       2016-06-01 108000   66-75ys      5 ['web', 'email']         20
## 4102       2018-03-09  47000   66-75ys      5 ['web', 'email']         20
## 4103       2017-09-25  67000   36-45ys      5 ['web', 'email']         20
## 4104       2015-02-26  68000    > 86ys      5 ['web', 'email']         20
## 4105       2017-09-02  59000   36-45ys      5 ['web', 'email']         20
## 4106       2017-01-01  37000   36-45ys      5 ['web', 'email']         20
## 4107       2018-05-28  44000   26-35ys      5 ['web', 'email']         20
## 4108       2016-09-07  66000   76-85ys      5 ['web', 'email']         20
## 4109       2017-04-18  80000   66-75ys      5 ['web', 'email']         20
## 4110       2017-02-22  63000   36-45ys      5 ['web', 'email']         20
## 4111       2017-08-22  91000   56-65ys      5 ['web', 'email']         20
## 4112       2015-08-30  76000   46-55ys      5 ['web', 'email']         20
## 4113       2017-10-10  73000   46-55ys      5 ['web', 'email']         20
## 4114       2015-08-30  76000   46-55ys      5 ['web', 'email']         20
## 4115       2016-09-06 115000   66-75ys      5 ['web', 'email']         20
## 4116       2016-11-24  74000   18-25ys      5 ['web', 'email']         20
## 4117       2014-03-12  68000   56-65ys      5 ['web', 'email']         20
## 4118       2016-03-29  85000   36-45ys      5 ['web', 'email']         20
## 4119       2016-08-11  82000   36-45ys      5 ['web', 'email']         20
## 4120       2016-12-07  44000   56-65ys      5 ['web', 'email']         20
## 4121       2016-02-21  44000   36-45ys      5 ['web', 'email']         20
## 4122       2018-03-09  71000   56-65ys      5 ['web', 'email']         20
## 4123       2018-05-25  86000   36-45ys      5 ['web', 'email']         20
## 4124       2017-06-21  73000   18-25ys      5 ['web', 'email']         20
## 4125       2016-03-26  66000   26-35ys      5 ['web', 'email']         20
## 4126       2016-05-11  33000   26-35ys      5 ['web', 'email']         20
## 4127       2016-01-18  40000   56-65ys      5 ['web', 'email']         20
## 4128       2017-11-09  76000   66-75ys      5 ['web', 'email']         20
## 4129       2017-11-13  97000   56-65ys      5 ['web', 'email']         20
## 4130       2017-04-01  33000   66-75ys      5 ['web', 'email']         20
## 4131       2017-10-17  73000   56-65ys      5 ['web', 'email']         20
## 4132       2018-01-19  36000   66-75ys      5 ['web', 'email']         20
## 4133       2018-01-23 113000   46-55ys      5 ['web', 'email']         20
## 4134       2017-02-03  38000   46-55ys      5 ['web', 'email']         20
## 4135       2018-07-24  97000   66-75ys      5 ['web', 'email']         20
## 4136       2016-01-13  73000   66-75ys      5 ['web', 'email']         20
## 4137       2016-09-06  89000   66-75ys      5 ['web', 'email']         20
## 4138       2017-02-07  59000   18-25ys      5 ['web', 'email']         20
## 4139       2014-09-09  64000   76-85ys      5 ['web', 'email']         20
## 4140       2016-12-12  96000   56-65ys      5 ['web', 'email']         20
## 4141       2018-02-14  37000   56-65ys      5 ['web', 'email']         20
## 4142       2017-08-31  82000   46-55ys      5 ['web', 'email']         20
## 4143       2018-06-27  98000   56-65ys      5 ['web', 'email']         20
## 4144       2016-05-12  86000   46-55ys      5 ['web', 'email']         20
## 4145       2017-01-26  73000   56-65ys      5 ['web', 'email']         20
## 4146       2018-05-05  56000   26-35ys      5 ['web', 'email']         20
## 4147       2018-07-06  96000   46-55ys      5 ['web', 'email']         20
## 4148       2016-08-12  57000   56-65ys      5 ['web', 'email']         20
## 4149       2018-07-15  57000    > 86ys      5 ['web', 'email']         20
## 4150       2017-02-23  73000   66-75ys      5 ['web', 'email']         20
## 4151       2018-01-16  92000   36-45ys      5 ['web', 'email']         20
## 4152       2017-07-31  61000   56-65ys      5 ['web', 'email']         20
## 4153       2018-01-16  92000   36-45ys      5 ['web', 'email']         20
## 4154       2016-01-06  47000   46-55ys      5 ['web', 'email']         20
## 4155       2018-06-29  35000   66-75ys      5 ['web', 'email']         20
## 4156       2018-03-02  47000   56-65ys      5 ['web', 'email']         20
## 4157       2017-06-04  56000   76-85ys      5 ['web', 'email']         20
## 4158       2016-04-17 110000   46-55ys      5 ['web', 'email']         20
## 4159       2017-04-25  89000   56-65ys      5 ['web', 'email']         20
## 4160       2018-07-24  41000   46-55ys      5 ['web', 'email']         20
## 4161       2017-08-31  59000   26-35ys      5 ['web', 'email']         20
## 4162       2017-01-30  57000   36-45ys      5 ['web', 'email']         20
## 4163       2017-07-21  84000   36-45ys      5 ['web', 'email']         20
## 4164       2016-01-13  71000   56-65ys      5 ['web', 'email']         20
## 4165       2017-03-05  75000   26-35ys      5 ['web', 'email']         20
## 4166       2018-05-16  84000   36-45ys      5 ['web', 'email']         20
## 4167       2018-02-08  31000   56-65ys      5 ['web', 'email']         20
## 4168       2018-02-08  31000   56-65ys      5 ['web', 'email']         20
## 4169       2018-07-22  33000   36-45ys      5 ['web', 'email']         20
## 4170       2017-01-30 120000   56-65ys      5 ['web', 'email']         20
## 4171       2018-03-03  97000   46-55ys      5 ['web', 'email']         20
## 4172       2015-10-29  33000   26-35ys      5 ['web', 'email']         20
## 4173       2017-11-11  34000   36-45ys      5 ['web', 'email']         20
## 4174       2018-01-09  32000   66-75ys      5 ['web', 'email']         20
## 4175       2018-06-17  34000   36-45ys      5 ['web', 'email']         20
## 4176       2018-01-20  91000   76-85ys      5 ['web', 'email']         20
## 4177       2017-10-01  73000   46-55ys      5 ['web', 'email']         20
## 4178       2017-08-09  69000   36-45ys      5 ['web', 'email']         20
## 4179       2017-09-25  33000   26-35ys      5 ['web', 'email']         20
## 4180       2016-06-24  95000   36-45ys      5 ['web', 'email']         20
## 4181       2017-09-25  33000   26-35ys      5 ['web', 'email']         20
## 4182       2018-04-20  40000    > 86ys      5 ['web', 'email']         20
## 4183       2017-04-08  35000   56-65ys      5 ['web', 'email']         20
## 4184       2016-04-28 110000   46-55ys      5 ['web', 'email']         20
## 4185       2015-12-18 114000   46-55ys      5 ['web', 'email']         20
## 4186       2018-07-22  50000   36-45ys      5 ['web', 'email']         20
## 4187       2016-04-28  67000   76-85ys      5 ['web', 'email']         20
## 4188       2016-12-31  66000   26-35ys      5 ['web', 'email']         20
## 4189       2017-02-19  54000   66-75ys      5 ['web', 'email']         20
## 4190       2018-03-21  54000   56-65ys      5 ['web', 'email']         20
## 4191       2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 4192       2016-10-02  68000   46-55ys      5 ['web', 'email']         20
## 4193       2017-09-19  67000   36-45ys      5 ['web', 'email']         20
## 4194       2017-06-20  98000    > 86ys      5 ['web', 'email']         20
## 4195       2016-05-01  73000   36-45ys      5 ['web', 'email']         20
## 4196       2017-09-01  43000   76-85ys      5 ['web', 'email']         20
## 4197       2018-05-06  82000   56-65ys      5 ['web', 'email']         20
## 4198       2017-05-16  56000   66-75ys      5 ['web', 'email']         20
## 4199       2016-07-29  80000   46-55ys      5 ['web', 'email']         20
## 4200       2016-06-12  48000   46-55ys      5 ['web', 'email']         20
## 4201       2017-09-09  96000   36-45ys      5 ['web', 'email']         20
## 4202       2014-06-11  73000   18-25ys      5 ['web', 'email']         20
## 4203       2016-04-20  82000   36-45ys      5 ['web', 'email']         20
## 4204       2016-05-01  73000   36-45ys      5 ['web', 'email']         20
## 4205       2016-08-03 110000   66-75ys      5 ['web', 'email']         20
## 4206       2017-11-08  55000   66-75ys      5 ['web', 'email']         20
## 4207       2017-01-10  60000   36-45ys      5 ['web', 'email']         20
## 4208       2013-12-13  57000   66-75ys      5 ['web', 'email']         20
## 4209       2016-05-25  75000   56-65ys      5 ['web', 'email']         20
## 4210       2018-03-05  35000   26-35ys      5 ['web', 'email']         20
## 4211       2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 4212       2016-04-10  66000   56-65ys      5 ['web', 'email']         20
## 4213       2017-11-21  69000   66-75ys      5 ['web', 'email']         20
## 4214       2017-02-20  73000   46-55ys      5 ['web', 'email']         20
## 4215       2015-02-23  54000   46-55ys      5 ['web', 'email']         20
## 4216       2018-07-18  51000   56-65ys      5 ['web', 'email']         20
## 4217       2017-12-23  34000   56-65ys      5 ['web', 'email']         20
## 4218       2018-01-09  36000   46-55ys      5 ['web', 'email']         20
## 4219       2018-01-04  73000   66-75ys      5 ['web', 'email']         20
## 4220       2017-11-09  43000   26-35ys      5 ['web', 'email']         20
## 4221       2017-08-03  31000   36-45ys      5 ['web', 'email']         20
## 4222       2018-01-23  42000   46-55ys      5 ['web', 'email']         20
## 4223       2017-06-24  73000   56-65ys      5 ['web', 'email']         20
## 4224       2018-05-01  60000   66-75ys      5 ['web', 'email']         20
## 4225       2014-09-29  51000   46-55ys      5 ['web', 'email']         20
## 4226       2017-12-24  70000   46-55ys      5 ['web', 'email']         20
## 4227       2018-02-07  70000   56-65ys      5 ['web', 'email']         20
## 4228       2015-08-24  82000   66-75ys      5 ['web', 'email']         20
## 4229       2017-03-01  64000   36-45ys      5 ['web', 'email']         20
## 4230       2017-11-11 106000   66-75ys      5 ['web', 'email']         20
## 4231       2017-10-22  63000   36-45ys      5 ['web', 'email']         20
## 4232       2018-01-18  67000   66-75ys      5 ['web', 'email']         20
## 4233       2017-10-04  94000   46-55ys      5 ['web', 'email']         20
## 4234       2016-03-12  67000   36-45ys      5 ['web', 'email']         20
## 4235       2016-12-21  66000   36-45ys      5 ['web', 'email']         20
## 4236       2017-01-26 119000   46-55ys      5 ['web', 'email']         20
## 4237       2017-05-30  53000   36-45ys      5 ['web', 'email']         20
## 4238       2015-10-15  47000   46-55ys      5 ['web', 'email']         20
## 4239       2017-11-14  52000   26-35ys      5 ['web', 'email']         20
## 4240       2017-04-06  67000   36-45ys      5 ['web', 'email']         20
## 4241       2017-02-20  41000   26-35ys      5 ['web', 'email']         20
## 4242       2017-08-01  76000   46-55ys      5 ['web', 'email']         20
## 4243       2017-08-01  76000   46-55ys      5 ['web', 'email']         20
## 4244       2016-01-08  69000   46-55ys      5 ['web', 'email']         20
## 4245       2017-12-12  38000   66-75ys      5 ['web', 'email']         20
## 4246       2018-04-10  99000   56-65ys      5 ['web', 'email']         20
## 4247       2018-03-22  56000   18-25ys      5 ['web', 'email']         20
## 4248       2015-12-04  78000   56-65ys      5 ['web', 'email']         20
## 4249       2015-11-03  53000   18-25ys      5 ['web', 'email']         20
## 4250       2018-02-06  87000   56-65ys      5 ['web', 'email']         20
## 4251       2018-05-24  55000   56-65ys      5 ['web', 'email']         20
## 4252       2018-05-29 105000   46-55ys      5 ['web', 'email']         20
## 4253       2017-09-26  38000   18-25ys      5 ['web', 'email']         20
## 4254       2017-11-01 100000   36-45ys      5 ['web', 'email']         20
## 4255       2016-03-23  60000   46-55ys      5 ['web', 'email']         20
## 4256       2018-04-01  74000   46-55ys      5 ['web', 'email']         20
## 4257       2018-05-24  55000   56-65ys      5 ['web', 'email']         20
## 4258       2017-05-11  50000   36-45ys      5 ['web', 'email']         20
## 4259       2017-08-24  95000   56-65ys      5 ['web', 'email']         20
## 4260       2016-05-18  48000   36-45ys      5 ['web', 'email']         20
## 4261       2014-03-20  70000   46-55ys      5 ['web', 'email']         20
## 4262       2016-08-31  94000   56-65ys      5 ['web', 'email']         20
## 4263       2017-06-16  51000   56-65ys      5 ['web', 'email']         20
## 4264       2017-09-17  69000   36-45ys      5 ['web', 'email']         20
## 4265       2017-11-26  81000   46-55ys      5 ['web', 'email']         20
## 4266       2017-09-17  69000   36-45ys      5 ['web', 'email']         20
## 4267       2017-10-20  83000   66-75ys      5 ['web', 'email']         20
## 4268       2018-04-05  45000   46-55ys      5 ['web', 'email']         20
## 4269       2018-07-02  37000   46-55ys      5 ['web', 'email']         20
## 4270       2017-08-24  95000   56-65ys      5 ['web', 'email']         20
## 4271       2016-08-16  78000   56-65ys      5 ['web', 'email']         20
## 4272       2018-04-15  71000   76-85ys      5 ['web', 'email']         20
## 4273       2018-01-09  85000    > 86ys      5 ['web', 'email']         20
## 4274       2016-07-26  55000   66-75ys      5 ['web', 'email']         20
## 4275       2016-08-11  62000   76-85ys      5 ['web', 'email']         20
## 4276       2018-07-02  69000   76-85ys      5 ['web', 'email']         20
## 4277       2017-03-24  40000   18-25ys      5 ['web', 'email']         20
## 4278       2016-05-22  55000    > 86ys      5 ['web', 'email']         20
## 4279       2017-09-30  71000   66-75ys      5 ['web', 'email']         20
## 4280       2017-05-09  63000   18-25ys      5 ['web', 'email']         20
## 4281       2018-01-08 118000   66-75ys      5 ['web', 'email']         20
## 4282       2016-02-15  74000    > 86ys      5 ['web', 'email']         20
## 4283       2017-07-10  69000   56-65ys      5 ['web', 'email']         20
## 4284       2014-12-09  63000   26-35ys      5 ['web', 'email']         20
## 4285       2018-02-20  57000   46-55ys      5 ['web', 'email']         20
## 4286       2016-11-29  85000   46-55ys      5 ['web', 'email']         20
## 4287       2018-04-15  64000   56-65ys      5 ['web', 'email']         20
## 4288       2017-03-09  80000   66-75ys      5 ['web', 'email']         20
## 4289       2018-01-10  77000   56-65ys      5 ['web', 'email']         20
## 4290       2018-02-24  51000   46-55ys      5 ['web', 'email']         20
## 4291       2016-12-09  91000   56-65ys      5 ['web', 'email']         20
## 4292       2016-09-08  96000   46-55ys      5 ['web', 'email']         20
## 4293       2015-10-12  41000   76-85ys      5 ['web', 'email']         20
## 4294       2018-01-10  77000   56-65ys      5 ['web', 'email']         20
## 4295       2016-02-01  70000   56-65ys      5 ['web', 'email']         20
## 4296       2017-05-19  48000   46-55ys      5 ['web', 'email']         20
## 4297       2016-06-18  88000   66-75ys      5 ['web', 'email']         20
## 4298       2018-07-18 109000   76-85ys      5 ['web', 'email']         20
## 4299       2018-06-07  53000   46-55ys      5 ['web', 'email']         20
## 4300       2017-05-19  48000   46-55ys      5 ['web', 'email']         20
## 4301       2016-01-18 100000   66-75ys      5 ['web', 'email']         20
## 4302       2018-02-17  33000   26-35ys      5 ['web', 'email']         20
## 4303       2016-08-24  80000   56-65ys      5 ['web', 'email']         20
## 4304       2016-06-14  78000   76-85ys      5 ['web', 'email']         20
## 4305       2018-05-03  35000   46-55ys      5 ['web', 'email']         20
## 4306       2017-11-20  87000   56-65ys      5 ['web', 'email']         20
## 4307       2018-06-02  35000   76-85ys      5 ['web', 'email']         20
## 4308       2016-07-14  90000   66-75ys      5 ['web', 'email']         20
## 4309       2017-12-26  63000   56-65ys      5 ['web', 'email']         20
## 4310       2017-03-04  54000   56-65ys      5 ['web', 'email']         20
## 4311       2017-03-09  77000   56-65ys      5 ['web', 'email']         20
## 4312       2018-01-08  67000   36-45ys      5 ['web', 'email']         20
## 4313       2015-11-07  42000   56-65ys      5 ['web', 'email']         20
## 4314       2017-07-22  37000   26-35ys      5 ['web', 'email']         20
## 4315       2018-05-31  61000   56-65ys      5 ['web', 'email']         20
## 4316       2017-02-20  64000   56-65ys      5 ['web', 'email']         20
## 4317       2017-08-22  75000   76-85ys      5 ['web', 'email']         20
## 4318       2017-02-20  59000   56-65ys      5 ['web', 'email']         20
## 4319       2018-05-08  56000   18-25ys      5 ['web', 'email']         20
## 4320       2018-01-15  89000   66-75ys      5 ['web', 'email']         20
## 4321       2017-09-23  41000   26-35ys      5 ['web', 'email']         20
## 4322       2017-07-26  95000    > 86ys      5 ['web', 'email']         20
## 4323       2014-03-12  68000   46-55ys      5 ['web', 'email']         20
## 4324       2017-12-06  77000   56-65ys      5 ['web', 'email']         20
## 4325       2016-03-16  72000   76-85ys      5 ['web', 'email']         20
## 4326       2018-06-13  89000   46-55ys      5 ['web', 'email']         20
## 4327       2017-07-26  95000    > 86ys      5 ['web', 'email']         20
## 4328       2017-09-04  54000   26-35ys      5 ['web', 'email']         20
## 4329       2017-07-21 109000   66-75ys      5 ['web', 'email']         20
## 4330       2016-01-27  58000   26-35ys      5 ['web', 'email']         20
## 4331       2017-03-20 103000   46-55ys      5 ['web', 'email']         20
## 4332       2016-12-23  32000   46-55ys      5 ['web', 'email']         20
## 4333       2018-01-23  65000   46-55ys      5 ['web', 'email']         20
## 4334       2017-12-10  37000   36-45ys      5 ['web', 'email']         20
## 4335       2017-04-11  71000   36-45ys      5 ['web', 'email']         20
## 4336       2016-10-24  76000   66-75ys      5 ['web', 'email']         20
## 4337       2016-09-06 108000   56-65ys      5 ['web', 'email']         20
## 4338       2016-02-14  70000   46-55ys      5 ['web', 'email']         20
## 4339       2017-09-07  54000   46-55ys      5 ['web', 'email']         20
## 4340       2016-01-27  58000   26-35ys      5 ['web', 'email']         20
## 4341       2017-08-15  86000   66-75ys      5 ['web', 'email']         20
## 4342       2016-02-02  56000   36-45ys      5 ['web', 'email']         20
## 4343       2016-07-20  75000   66-75ys      5 ['web', 'email']         20
## 4344       2017-05-19  84000   56-65ys      5 ['web', 'email']         20
## 4345       2018-01-19 103000   46-55ys      5 ['web', 'email']         20
## 4346       2017-08-08  82000   46-55ys      5 ['web', 'email']         20
## 4347       2018-02-21  76000   46-55ys      5 ['web', 'email']         20
## 4348       2015-08-06  55000   56-65ys      5 ['web', 'email']         20
## 4349       2014-08-02  42000   18-25ys      5 ['web', 'email']         20
## 4350       2016-04-30  51000   36-45ys      5 ['web', 'email']         20
## 4351       2018-02-21  76000   46-55ys      5 ['web', 'email']         20
## 4352       2017-03-16  85000   46-55ys      5 ['web', 'email']         20
## 4353       2016-06-09  69000   46-55ys      5 ['web', 'email']         20
## 4354       2016-09-02  64000   46-55ys      5 ['web', 'email']         20
## 4355       2018-02-18  50000   56-65ys      5 ['web', 'email']         20
## 4356       2018-02-12  79000   46-55ys      5 ['web', 'email']         20
## 4357       2018-02-18  50000   56-65ys      5 ['web', 'email']         20
## 4358       2017-10-17  62000   46-55ys      5 ['web', 'email']         20
## 4359       2014-11-11  71000   46-55ys      5 ['web', 'email']         20
## 4360       2016-06-24  58000   46-55ys      5 ['web', 'email']         20
## 4361       2015-03-22  73000   18-25ys      5 ['web', 'email']         20
## 4362       2018-06-22  33000   56-65ys      5 ['web', 'email']         20
## 4363       2017-12-05  90000   46-55ys      5 ['web', 'email']         20
## 4364       2013-12-19  33000   26-35ys      5 ['web', 'email']         20
## 4365       2018-06-22  33000   56-65ys      5 ['web', 'email']         20
## 4366       2017-09-05  98000   46-55ys      5 ['web', 'email']         20
## 4367       2016-01-16  86000   56-65ys      5 ['web', 'email']         20
## 4368       2014-02-13  46000   18-25ys      5 ['web', 'email']         20
## 4369       2017-11-18  50000   36-45ys      5 ['web', 'email']         20
## 4370       2017-10-04  71000    > 86ys      5 ['web', 'email']         20
## 4371       2015-03-22  73000   18-25ys      5 ['web', 'email']         20
## 4372       2017-08-15  81000   66-75ys      5 ['web', 'email']         20
## 4373       2018-03-30  98000   36-45ys      5 ['web', 'email']         20
## 4374       2018-04-20  59000   46-55ys      5 ['web', 'email']         20
## 4375       2018-06-05  73000   76-85ys      5 ['web', 'email']         20
## 4376       2017-10-25  97000   56-65ys      5 ['web', 'email']         20
## 4377       2016-03-12  44000   66-75ys      5 ['web', 'email']         20
## 4378       2018-04-25  66000   46-55ys      5 ['web', 'email']         20
## 4379       2018-01-24  75000   66-75ys      5 ['web', 'email']         20
## 4380       2014-07-16  49000   26-35ys      5 ['web', 'email']         20
## 4381       2016-03-22  32000   66-75ys      5 ['web', 'email']         20
## 4382       2017-12-11  69000   46-55ys      5 ['web', 'email']         20
## 4383       2016-11-20  93000   46-55ys      5 ['web', 'email']         20
## 4384       2017-06-03 111000   56-65ys      5 ['web', 'email']         20
## 4385       2017-12-11  69000   46-55ys      5 ['web', 'email']         20
## 4386       2017-12-28 107000   76-85ys      5 ['web', 'email']         20
## 4387       2018-05-17  43000   46-55ys      5 ['web', 'email']         20
## 4388       2017-10-04  67000   56-65ys      5 ['web', 'email']         20
## 4389       2016-08-26  89000   46-55ys      5 ['web', 'email']         20
## 4390       2016-07-28  51000    > 86ys      5 ['web', 'email']         20
## 4391       2017-02-04  82000   46-55ys      5 ['web', 'email']         20
## 4392       2016-05-04  79000   36-45ys      5 ['web', 'email']         20
## 4393       2015-10-08  43000   18-25ys      5 ['web', 'email']         20
## 4394       2016-01-04  51000   36-45ys      5 ['web', 'email']         20
## 4395       2016-01-30 115000   56-65ys      5 ['web', 'email']         20
## 4396       2017-09-15  70000   36-45ys      5 ['web', 'email']         20
## 4397       2016-11-09  89000   46-55ys      5 ['web', 'email']         20
## 4398       2017-07-24  89000    > 86ys      5 ['web', 'email']         20
## 4399       2014-03-14  49000   46-55ys      5 ['web', 'email']         20
## 4400       2015-03-30  61000   46-55ys      5 ['web', 'email']         20
## 4401       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 4402       2016-01-27  84000   76-85ys      5 ['web', 'email']         20
## 4403       2018-01-29  65000   46-55ys      5 ['web', 'email']         20
## 4404       2018-05-22  54000   46-55ys      5 ['web', 'email']         20
## 4405       2017-07-24  89000    > 86ys      5 ['web', 'email']         20
## 4406       2017-11-20  74000   46-55ys      5 ['web', 'email']         20
## 4407       2017-11-20  56000   56-65ys      5 ['web', 'email']         20
## 4408       2015-04-25  53000   46-55ys      5 ['web', 'email']         20
## 4409       2018-07-01  73000   56-65ys      5 ['web', 'email']         20
## 4410       2017-09-10  64000    > 86ys      5 ['web', 'email']         20
## 4411       2018-07-06  51000   36-45ys      5 ['web', 'email']         20
## 4412       2017-12-04 110000   66-75ys      5 ['web', 'email']         20
## 4413       2016-02-19  33000   36-45ys      5 ['web', 'email']         20
## 4414       2018-07-21  72000    > 86ys      5 ['web', 'email']         20
## 4415       2016-07-09  75000   56-65ys      5 ['web', 'email']         20
## 4416       2016-11-29  52000   18-25ys      5 ['web', 'email']         20
## 4417       2018-01-05  46000   66-75ys      5 ['web', 'email']         20
## 4418       2016-08-21  63000   46-55ys      5 ['web', 'email']         20
## 4419       2018-04-08  39000   66-75ys      5 ['web', 'email']         20
## 4420       2017-12-04 110000   66-75ys      5 ['web', 'email']         20
## 4421       2018-01-29  31000   26-35ys      5 ['web', 'email']         20
## 4422       2018-07-19  89000   46-55ys      5 ['web', 'email']         20
## 4423       2014-08-08  64000   66-75ys      5 ['web', 'email']         20
## 4424       2018-06-22 117000   56-65ys      5 ['web', 'email']         20
## 4425       2017-09-10  30000   76-85ys      5 ['web', 'email']         20
## 4426       2015-11-26  74000   76-85ys      5 ['web', 'email']         20
## 4427       2017-06-25  77000   66-75ys      5 ['web', 'email']         20
## 4428       2017-12-27  45000   26-35ys      5 ['web', 'email']         20
## 4429       2017-06-01  78000   66-75ys      5 ['web', 'email']         20
## 4430       2017-10-16  83000   46-55ys      5 ['web', 'email']         20
## 4431       2018-04-15  40000   36-45ys      5 ['web', 'email']         20
## 4432       2015-12-04  45000   36-45ys      5 ['web', 'email']         20
## 4433       2016-04-07  64000   56-65ys      5 ['web', 'email']         20
## 4434       2017-12-14  72000   56-65ys      5 ['web', 'email']         20
## 4435       2016-01-03  47000   76-85ys      5 ['web', 'email']         20
## 4436       2014-06-11  76000   46-55ys      5 ['web', 'email']         20
## 4437       2017-11-20  51000   46-55ys      5 ['web', 'email']         20
## 4438       2018-01-02  50000   46-55ys      5 ['web', 'email']         20
## 4439       2017-01-07  59000   26-35ys      5 ['web', 'email']         20
## 4440       2018-07-17  36000   56-65ys      5 ['web', 'email']         20
## 4441       2017-10-24  61000   46-55ys      5 ['web', 'email']         20
## 4442       2017-08-15  78000   46-55ys      5 ['web', 'email']         20
## 4443       2017-08-05  61000   56-65ys      5 ['web', 'email']         20
## 4444       2015-08-04  66000   36-45ys      5 ['web', 'email']         20
## 4445       2013-11-12  71000   56-65ys      5 ['web', 'email']         20
## 4446       2018-02-02  91000   56-65ys      5 ['web', 'email']         20
## 4447       2016-08-04 103000   46-55ys      5 ['web', 'email']         20
## 4448       2018-03-25  56000   46-55ys      5 ['web', 'email']         20
## 4449       2015-10-14  84000   46-55ys      5 ['web', 'email']         20
## 4450       2014-05-26  75000   46-55ys      5 ['web', 'email']         20
## 4451       2015-12-20  97000   66-75ys      5 ['web', 'email']         20
## 4452       2015-12-20  97000   66-75ys      5 ['web', 'email']         20
## 4453       2015-08-22  56000   26-35ys      5 ['web', 'email']         20
## 4454       2016-10-09  72000   46-55ys      5 ['web', 'email']         20
## 4455       2017-06-23  94000   46-55ys      5 ['web', 'email']         20
## 4456       2016-09-01  78000   46-55ys      5 ['web', 'email']         20
## 4457       2016-04-03  48000   18-25ys      5 ['web', 'email']         20
## 4458       2014-02-12  71000   66-75ys      5 ['web', 'email']         20
## 4459       2018-07-18  81000   46-55ys      5 ['web', 'email']         20
## 4460       2017-10-09  46000   66-75ys      5 ['web', 'email']         20
## 4461       2017-09-28  40000   26-35ys      5 ['web', 'email']         20
## 4462       2018-04-17  57000   46-55ys      5 ['web', 'email']         20
## 4463       2017-08-07  58000   76-85ys      5 ['web', 'email']         20
## 4464       2016-08-02 115000   56-65ys      5 ['web', 'email']         20
## 4465       2015-01-01  74000   46-55ys      5 ['web', 'email']         20
## 4466       2017-09-26  52000   26-35ys      5 ['web', 'email']         20
## 4467       2018-03-21  59000   46-55ys      5 ['web', 'email']         20
## 4468       2016-07-19  95000   36-45ys      5 ['web', 'email']         20
## 4469       2016-04-01  72000   36-45ys      5 ['web', 'email']         20
## 4470       2017-09-08  64000   66-75ys      5 ['web', 'email']         20
## 4471       2016-11-23  51000   26-35ys      5 ['web', 'email']         20
## 4472       2017-06-27 104000   46-55ys      5 ['web', 'email']         20
## 4473       2018-06-21  53000   26-35ys      5 ['web', 'email']         20
## 4474       2017-09-24  99000   56-65ys      5 ['web', 'email']         20
## 4475       2016-04-13  72000   46-55ys      5 ['web', 'email']         20
## 4476       2016-05-01  38000   18-25ys      5 ['web', 'email']         20
## 4477       2017-03-16  41000   56-65ys      5 ['web', 'email']         20
## 4478       2018-04-30  68000   46-55ys      5 ['web', 'email']         20
## 4479       2016-11-15  57000   46-55ys      5 ['web', 'email']         20
## 4480       2017-08-29  64000   56-65ys      5 ['web', 'email']         20
## 4481       2018-07-20  63000   18-25ys      5 ['web', 'email']         20
## 4482       2017-12-31  42000   56-65ys      5 ['web', 'email']         20
## 4483       2014-04-24  80000   56-65ys      5 ['web', 'email']         20
## 4484       2017-08-23  57000   36-45ys      5 ['web', 'email']         20
## 4485       2017-10-22  76000   56-65ys      5 ['web', 'email']         20
## 4486       2017-10-31  86000   36-45ys      5 ['web', 'email']         20
## 4487       2018-06-18  95000   66-75ys      5 ['web', 'email']         20
## 4488       2017-10-14 103000   46-55ys      5 ['web', 'email']         20
## 4489       2015-10-08  40000   66-75ys      5 ['web', 'email']         20
## 4490       2014-04-15  92000   46-55ys      5 ['web', 'email']         20
## 4491       2016-12-16  97000   56-65ys      5 ['web', 'email']         20
## 4492       2016-10-17  69000   36-45ys      5 ['web', 'email']         20
## 4493       2017-07-20 118000   46-55ys      5 ['web', 'email']         20
## 4494       2016-10-09  83000   36-45ys      5 ['web', 'email']         20
## 4495       2016-04-26  67000   46-55ys      5 ['web', 'email']         20
## 4496       2016-07-12  91000   56-65ys      5 ['web', 'email']         20
## 4497       2016-10-09  83000   36-45ys      5 ['web', 'email']         20
## 4498       2017-07-23  87000   46-55ys      5 ['web', 'email']         20
## 4499       2017-12-03  75000   46-55ys      5 ['web', 'email']         20
## 4500       2017-12-29  66000   46-55ys      5 ['web', 'email']         20
## 4501       2015-12-23  82000   66-75ys      5 ['web', 'email']         20
## 4502       2016-04-10  96000   56-65ys      5 ['web', 'email']         20
## 4503       2016-09-14  40000   36-45ys      5 ['web', 'email']         20
## 4504       2017-09-21  36000   46-55ys      5 ['web', 'email']         20
## 4505       2016-05-15  51000   56-65ys      5 ['web', 'email']         20
## 4506       2017-04-11  68000   46-55ys      5 ['web', 'email']         20
## 4507       2018-02-01  59000   36-45ys      5 ['web', 'email']         20
## 4508       2017-07-23  87000   46-55ys      5 ['web', 'email']         20
## 4509       2018-06-10  40000   46-55ys      5 ['web', 'email']         20
## 4510       2017-04-21 108000   66-75ys      5 ['web', 'email']         20
## 4511       2017-11-23  66000   46-55ys      5 ['web', 'email']         20
## 4512       2017-01-19  98000   46-55ys      5 ['web', 'email']         20
## 4513       2016-10-27  89000   56-65ys      5 ['web', 'email']         20
## 4514       2016-01-09  64000   56-65ys      5 ['web', 'email']         20
## 4515       2017-11-30  72000   66-75ys      5 ['web', 'email']         20
## 4516       2017-09-12  70000   56-65ys      5 ['web', 'email']         20
## 4517       2016-09-11  72000   18-25ys      5 ['web', 'email']         20
## 4518       2013-11-12  79000   36-45ys      5 ['web', 'email']         20
## 4519       2016-07-30  36000   36-45ys      5 ['web', 'email']         20
## 4520       2016-01-31  90000   66-75ys      5 ['web', 'email']         20
## 4521       2017-12-09  58000   18-25ys      5 ['web', 'email']         20
## 4522       2016-03-31  95000   46-55ys      5 ['web', 'email']         20
## 4523       2018-01-30  67000   56-65ys      5 ['web', 'email']         20
## 4524       2017-03-08  85000   46-55ys      5 ['web', 'email']         20
## 4525       2018-07-21  76000   46-55ys      5 ['web', 'email']         20
## 4526       2016-10-18 116000   66-75ys      5 ['web', 'email']         20
## 4527       2017-12-04 108000   76-85ys      5 ['web', 'email']         20
## 4528       2016-07-30  36000   36-45ys      5 ['web', 'email']         20
## 4529       2018-05-13  88000   56-65ys      5 ['web', 'email']         20
## 4530       2017-08-13  75000   56-65ys      5 ['web', 'email']         20
## 4531       2017-11-11  80000   46-55ys      5 ['web', 'email']         20
## 4532       2016-08-04  74000   56-65ys      5 ['web', 'email']         20
## 4533       2017-12-06  78000   66-75ys      5 ['web', 'email']         20
## 4534       2016-12-17  39000    > 86ys      5 ['web', 'email']         20
## 4535       2018-02-20  94000   46-55ys      5 ['web', 'email']         20
## 4536       2015-03-31  61000   46-55ys      5 ['web', 'email']         20
## 4537       2017-10-04  61000   36-45ys      5 ['web', 'email']         20
## 4538       2018-01-23  56000   46-55ys      5 ['web', 'email']         20
## 4539       2017-12-04 108000   76-85ys      5 ['web', 'email']         20
## 4540       2017-07-05  89000   56-65ys      5 ['web', 'email']         20
## 4541       2013-11-10  66000   46-55ys      5 ['web', 'email']         20
## 4542       2018-05-25  43000   36-45ys      5 ['web', 'email']         20
## 4543       2017-05-08  99000   56-65ys      5 ['web', 'email']         20
## 4544       2017-11-09  41000   46-55ys      5 ['web', 'email']         20
## 4545       2018-04-23  50000   46-55ys      5 ['web', 'email']         20
## 4546       2013-10-08  72000   76-85ys      5 ['web', 'email']         20
## 4547       2017-10-04  71000   46-55ys      5 ['web', 'email']         20
## 4548       2018-01-04  40000   26-35ys      5 ['web', 'email']         20
## 4549       2015-08-23  89000   56-65ys      5 ['web', 'email']         20
## 4550       2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 4551       2018-06-19  89000   66-75ys      5 ['web', 'email']         20
## 4552       2018-04-08  50000   26-35ys      5 ['web', 'email']         20
## 4553       2017-12-08  81000   46-55ys      5 ['web', 'email']         20
## 4554       2018-06-17  96000   56-65ys      5 ['web', 'email']         20
## 4555       2016-05-29  42000   56-65ys      5 ['web', 'email']         20
## 4556       2017-08-12  36000   36-45ys      5 ['web', 'email']         20
## 4557       2014-03-17  99000   36-45ys      5 ['web', 'email']         20
## 4558       2017-08-12  36000   36-45ys      5 ['web', 'email']         20
## 4559       2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 4560       2016-05-31  41000   18-25ys      5 ['web', 'email']         20
## 4561       2017-05-18  53000    > 86ys      5 ['web', 'email']         20
## 4562       2017-11-18  51000   36-45ys      5 ['web', 'email']         20
## 4563       2013-11-22  34000   76-85ys      5 ['web', 'email']         20
## 4564       2018-05-29  37000   66-75ys      5 ['web', 'email']         20
## 4565       2017-09-06  62000   76-85ys      5 ['web', 'email']         20
## 4566       2018-05-29  37000   66-75ys      5 ['web', 'email']         20
## 4567       2017-09-12  56000   36-45ys      5 ['web', 'email']         20
## 4568       2017-02-22  75000   26-35ys      5 ['web', 'email']         20
## 4569       2017-10-09  32000   36-45ys      5 ['web', 'email']         20
## 4570       2017-11-17  45000   36-45ys      5 ['web', 'email']         20
## 4571       2016-12-26 118000   46-55ys      5 ['web', 'email']         20
## 4572       2017-01-31 107000   46-55ys      5 ['web', 'email']         20
## 4573       2017-09-02  92000   56-65ys      5 ['web', 'email']         20
## 4574       2017-09-02  92000   56-65ys      5 ['web', 'email']         20
## 4575       2017-10-15  42000   36-45ys      5 ['web', 'email']         20
## 4576       2015-09-27  87000   56-65ys      5 ['web', 'email']         20
## 4577       2017-04-21  51000   26-35ys      5 ['web', 'email']         20
## 4578       2016-10-06  56000   46-55ys      5 ['web', 'email']         20
## 4579       2016-10-01  96000   76-85ys      5 ['web', 'email']         20
## 4580       2014-06-11  73000   18-25ys      5 ['web', 'email']         20
## 4581       2016-12-26 118000   46-55ys      5 ['web', 'email']         20
## 4582       2013-08-22  98000   56-65ys      5 ['web', 'email']         20
## 4583       2014-07-13  68000   46-55ys      5 ['web', 'email']         20
## 4584       2017-07-05  54000   36-45ys      5 ['web', 'email']         20
## 4585       2016-05-19  83000   46-55ys      5 ['web', 'email']         20
## 4586       2017-09-29  55000   66-75ys      5 ['web', 'email']         20
## 4587       2018-05-22  67000   46-55ys      5 ['web', 'email']         20
## 4588       2013-10-06  90000   46-55ys      5 ['web', 'email']         20
## 4589       2017-07-02  90000   46-55ys      5 ['web', 'email']         20
## 4590       2018-07-07  44000   56-65ys      5 ['web', 'email']         20
## 4591       2017-08-27  58000   36-45ys      5 ['web', 'email']         20
## 4592       2015-03-12  83000   46-55ys      5 ['web', 'email']         20
## 4593       2015-09-30  74000   76-85ys      5 ['web', 'email']         20
## 4594       2017-12-04  45000   56-65ys      5 ['web', 'email']         20
## 4595       2017-11-14  53000   36-45ys      5 ['web', 'email']         20
## 4596       2016-04-11  78000   76-85ys      5 ['web', 'email']         20
## 4597       2018-06-20  73000   66-75ys      5 ['web', 'email']         20
## 4598       2015-08-09  53000   36-45ys      5 ['web', 'email']         20
## 4599       2017-08-27  41000   46-55ys      5 ['web', 'email']         20
## 4600       2017-10-07  53000   46-55ys      5 ['web', 'email']         20
## 4601       2016-02-14  64000    > 86ys      5 ['web', 'email']         20
## 4602       2018-06-20  73000   66-75ys      5 ['web', 'email']         20
## 4603       2017-10-09  70000   56-65ys      5 ['web', 'email']         20
## 4604       2015-12-19  69000   56-65ys      5 ['web', 'email']         20
## 4605       2017-12-07 119000   56-65ys      5 ['web', 'email']         20
## 4606       2018-02-06  85000   56-65ys      5 ['web', 'email']         20
## 4607       2014-11-14  76000   76-85ys      5 ['web', 'email']         20
## 4608       2017-01-20  98000   66-75ys      5 ['web', 'email']         20
## 4609       2018-07-14  34000    > 86ys      5 ['web', 'email']         20
## 4610       2016-02-26  65000   66-75ys      5 ['web', 'email']         20
## 4611       2015-10-01  50000   56-65ys      5 ['web', 'email']         20
## 4612       2017-04-07  64000   66-75ys      5 ['web', 'email']         20
## 4613       2018-04-22  48000   26-35ys      5 ['web', 'email']         20
## 4614       2013-10-26  74000   26-35ys      5 ['web', 'email']         20
## 4615       2015-10-02  36000   26-35ys      5 ['web', 'email']         20
## 4616       2018-06-18  45000   56-65ys      5 ['web', 'email']         20
## 4617       2015-10-03  86000   56-65ys      5 ['web', 'email']         20
## 4618       2017-01-10  55000   46-55ys      5 ['web', 'email']         20
## 4619       2014-10-07  54000   56-65ys      5 ['web', 'email']         20
## 4620       2017-09-03  74000   66-75ys      5 ['web', 'email']         20
## 4621       2018-04-22  48000   26-35ys      5 ['web', 'email']         20
## 4622       2018-04-20  37000   36-45ys      5 ['web', 'email']         20
## 4623       2018-03-12  45000   36-45ys      5 ['web', 'email']         20
## 4624       2018-03-27  70000   26-35ys      5 ['web', 'email']         20
## 4625       2017-10-18  49000   46-55ys      5 ['web', 'email']         20
## 4626       2017-10-25  89000   36-45ys      5 ['web', 'email']         20
## 4627       2018-05-22  49000   46-55ys      5 ['web', 'email']         20
## 4628       2015-02-28  64000   36-45ys      5 ['web', 'email']         20
## 4629       2017-06-30  39000   46-55ys      5 ['web', 'email']         20
## 4630       2016-08-13  40000   56-65ys      5 ['web', 'email']         20
## 4631       2016-10-31  36000   18-25ys      5 ['web', 'email']         20
## 4632       2017-06-21  83000   36-45ys      5 ['web', 'email']         20
## 4633       2017-08-25  35000   56-65ys      5 ['web', 'email']         20
## 4634       2018-05-22  49000   46-55ys      5 ['web', 'email']         20
## 4635       2017-08-08  50000   46-55ys      5 ['web', 'email']         20
## 4636       2016-10-18  53000   46-55ys      5 ['web', 'email']         20
## 4637       2016-07-15  40000   76-85ys      5 ['web', 'email']         20
## 4638       2017-12-10  72000   36-45ys      5 ['web', 'email']         20
## 4639       2016-02-17  84000   46-55ys      5 ['web', 'email']         20
## 4640       2017-08-17  63000   36-45ys      5 ['web', 'email']         20
## 4641       2018-06-05  67000   76-85ys      5 ['web', 'email']         20
## 4642       2017-08-07  98000   46-55ys      5 ['web', 'email']         20
## 4643       2017-05-20  98000   56-65ys      5 ['web', 'email']         20
## 4644       2017-09-29  54000   46-55ys      5 ['web', 'email']         20
## 4645       2018-06-08  45000   46-55ys      5 ['web', 'email']         20
## 4646       2018-06-08  45000   46-55ys      5 ['web', 'email']         20
## 4647       2018-02-21  74000   26-35ys      5 ['web', 'email']         20
## 4648       2018-01-21  63000   36-45ys      5 ['web', 'email']         20
## 4649       2017-05-20  98000   56-65ys      5 ['web', 'email']         20
## 4650       2015-11-21  64000   36-45ys      5 ['web', 'email']         20
## 4651       2016-04-02  38000   46-55ys      5 ['web', 'email']         20
## 4652       2014-04-29  51000   66-75ys      5 ['web', 'email']         20
## 4653       2017-12-21  59000   36-45ys      5 ['web', 'email']         20
## 4654       2015-07-28  34000   66-75ys      5 ['web', 'email']         20
## 4655       2018-03-13  51000   18-25ys      5 ['web', 'email']         20
## 4656       2016-04-06  95000   66-75ys      5 ['web', 'email']         20
## 4657       2015-12-29  68000   66-75ys      5 ['web', 'email']         20
## 4658       2018-02-05  55000   36-45ys      5 ['web', 'email']         20
## 4659       2015-11-21  53000   46-55ys      5 ['web', 'email']         20
## 4660       2016-04-02  38000   46-55ys      5 ['web', 'email']         20
## 4661       2017-12-13  71000   56-65ys      5 ['web', 'email']         20
## 4662       2015-10-26  39000   36-45ys      5 ['web', 'email']         20
## 4663       2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 4664       2015-10-27  74000   36-45ys      5 ['web', 'email']         20
## 4665       2017-02-09  54000   46-55ys      5 ['web', 'email']         20
## 4666       2017-01-10  59000   18-25ys      5 ['web', 'email']         20
## 4667       2018-05-06  55000   46-55ys      5 ['web', 'email']         20
## 4668       2016-03-09  72000   46-55ys      5 ['web', 'email']         20
## 4669       2014-09-23  54000   76-85ys      5 ['web', 'email']         20
## 4670       2015-12-13  60000   56-65ys      5 ['web', 'email']         20
## 4671       2013-10-22  33000   56-65ys      5 ['web', 'email']         20
## 4672       2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 4673       2017-09-12  71000   56-65ys      5 ['web', 'email']         20
## 4674       2018-04-03  48000   56-65ys      5 ['web', 'email']         20
## 4675       2015-12-04  80000   26-35ys      5 ['web', 'email']         20
## 4676       2017-02-11  52000   56-65ys      5 ['web', 'email']         20
## 4677       2018-04-17  64000   46-55ys      5 ['web', 'email']         20
## 4678       2017-11-07  90000   66-75ys      5 ['web', 'email']         20
## 4679       2016-03-15 100000   66-75ys      5 ['web', 'email']         20
## 4680       2018-04-05  58000   56-65ys      5 ['web', 'email']         20
## 4681       2016-11-06  98000   56-65ys      5 ['web', 'email']         20
## 4682       2018-07-17  50000   46-55ys      5 ['web', 'email']         20
## 4683       2018-05-01  75000   46-55ys      5 ['web', 'email']         20
## 4684       2017-11-24  64000   56-65ys      5 ['web', 'email']         20
## 4685       2015-08-03 102000   66-75ys      5 ['web', 'email']         20
## 4686       2018-01-12  59000   26-35ys      5 ['web', 'email']         20
## 4687       2016-03-15 100000   66-75ys      5 ['web', 'email']         20
## 4688       2017-11-24  64000   56-65ys      5 ['web', 'email']         20
## 4689       2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 4690       2018-05-01  63000    > 86ys      5 ['web', 'email']         20
## 4691       2016-12-10  96000    > 86ys      5 ['web', 'email']         20
## 4692       2017-07-19  61000   76-85ys      5 ['web', 'email']         20
## 4693       2016-03-14  84000   46-55ys      5 ['web', 'email']         20
## 4694       2017-08-06  60000   36-45ys      5 ['web', 'email']         20
## 4695       2018-04-17  72000   76-85ys      5 ['web', 'email']         20
## 4696       2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 4697       2016-12-28  84000   36-45ys      5 ['web', 'email']         20
## 4698       2017-07-17 110000   66-75ys      5 ['web', 'email']         20
## 4699       2018-07-12  55000   26-35ys      5 ['web', 'email']         20
## 4700       2015-08-26  70000   46-55ys      5 ['web', 'email']         20
## 4701       2018-06-04  58000   56-65ys      5 ['web', 'email']         20
## 4702       2017-12-12  58000   56-65ys      5 ['web', 'email']         20
## 4703       2016-04-30  59000   46-55ys      5 ['web', 'email']         20
## 4704       2017-10-19  53000   26-35ys      5 ['web', 'email']         20
## 4705       2015-08-26  70000   46-55ys      5 ['web', 'email']         20
## 4706       2016-02-11  54000   36-45ys      5 ['web', 'email']         20
## 4707       2017-08-24  65000   26-35ys      5 ['web', 'email']         20
## 4708       2018-03-25  59000   36-45ys      5 ['web', 'email']         20
## 4709       2017-11-23  74000   46-55ys      5 ['web', 'email']         20
## 4710       2017-02-26  56000   36-45ys      5 ['web', 'email']         20
## 4711       2018-04-11  70000   26-35ys      5 ['web', 'email']         20
## 4712       2016-08-16  57000   76-85ys      5 ['web', 'email']         20
## 4713       2017-04-12  96000   36-45ys      5 ['web', 'email']         20
## 4714       2018-07-07  88000   46-55ys      5 ['web', 'email']         20
## 4715       2017-04-12  96000   36-45ys      5 ['web', 'email']         20
## 4716       2017-04-12  96000   36-45ys      5 ['web', 'email']         20
## 4717       2018-01-07 113000   46-55ys      5 ['web', 'email']         20
## 4718       2016-09-05  77000   36-45ys      5 ['web', 'email']         20
## 4719       2016-04-28  88000   46-55ys      5 ['web', 'email']         20
## 4720       2018-05-02  59000   66-75ys      5 ['web', 'email']         20
## 4721       2016-05-01  81000   66-75ys      5 ['web', 'email']         20
## 4722       2017-09-15  69000   18-25ys      5 ['web', 'email']         20
## 4723       2018-04-06  67000   56-65ys      5 ['web', 'email']         20
## 4724       2016-12-14  90000   66-75ys      5 ['web', 'email']         20
## 4725       2018-05-09  54000   46-55ys      5 ['web', 'email']         20
## 4726       2016-04-28  88000   46-55ys      5 ['web', 'email']         20
## 4727       2015-10-30  74000   66-75ys      5 ['web', 'email']         20
## 4728       2018-07-24  65000   66-75ys      5 ['web', 'email']         20
## 4729       2017-09-27 118000   56-65ys      5 ['web', 'email']         20
## 4730       2018-01-23  90000   46-55ys      5 ['web', 'email']         20
## 4731       2015-06-01  44000   46-55ys      5 ['web', 'email']         20
## 4732       2016-09-05  77000   36-45ys      5 ['web', 'email']         20
## 4733       2017-09-14  73000   56-65ys      5 ['web', 'email']         20
## 4734       2018-01-07  70000   56-65ys      5 ['web', 'email']         20
## 4735       2016-12-24  67000   56-65ys      5 ['web', 'email']         20
## 4736       2016-10-17  33000   56-65ys      5 ['web', 'email']         20
## 4737       2017-08-22  99000   56-65ys      5 ['web', 'email']         20
## 4738       2014-12-01 100000   46-55ys      5 ['web', 'email']         20
## 4739       2017-06-25  89000   46-55ys      5 ['web', 'email']         20
## 4740       2017-06-15  78000   56-65ys      5 ['web', 'email']         20
## 4741       2016-07-18  33000   66-75ys      5 ['web', 'email']         20
## 4742       2017-09-26  82000   56-65ys      5 ['web', 'email']         20
## 4743       2017-10-23  50000   56-65ys      5 ['web', 'email']         20
## 4744       2016-11-20  93000   46-55ys      5 ['web', 'email']         20
## 4745       2016-02-10  77000   66-75ys      5 ['web', 'email']         20
## 4746       2018-03-17  61000   46-55ys      5 ['web', 'email']         20
## 4747       2016-08-30  45000   46-55ys      5 ['web', 'email']         20
## 4748       2018-06-10  71000   26-35ys      5 ['web', 'email']         20
## 4749       2017-12-13  86000   76-85ys      5 ['web', 'email']         20
## 4750       2017-08-21  49000   46-55ys      5 ['web', 'email']         20
## 4751       2017-12-18  57000   66-75ys      5 ['web', 'email']         20
## 4752       2016-05-29 108000   66-75ys      5 ['web', 'email']         20
## 4753       2017-09-24  55000   36-45ys      5 ['web', 'email']         20
## 4754       2016-11-20  93000   46-55ys      5 ['web', 'email']         20
## 4755       2017-03-05  68000   56-65ys      5 ['web', 'email']         20
## 4756       2018-03-02  67000   46-55ys      5 ['web', 'email']         20
## 4757       2016-08-30  45000   46-55ys      5 ['web', 'email']         20
## 4758       2018-02-03  37000   56-65ys      5 ['web', 'email']         20
## 4759       2017-09-03  32000   36-45ys      5 ['web', 'email']         20
## 4760       2017-08-08  75000   66-75ys      5 ['web', 'email']         20
## 4761       2018-06-05  58000   46-55ys      5 ['web', 'email']         20
## 4762       2016-08-09  61000   46-55ys      5 ['web', 'email']         20
## 4763       2017-12-11  68000   46-55ys      5 ['web', 'email']         20
## 4764       2017-09-06  93000   56-65ys      5 ['web', 'email']         20
## 4765       2015-03-08  54000   66-75ys      5 ['web', 'email']         20
## 4766       2017-11-07  46000   18-25ys      5 ['web', 'email']         20
## 4767       2014-09-04  43000   26-35ys      5 ['web', 'email']         20
## 4768       2018-02-02  55000   36-45ys      5 ['web', 'email']         20
## 4769       2017-11-20  53000   46-55ys      5 ['web', 'email']         20
## 4770       2015-12-14  52000   66-75ys      5 ['web', 'email']         20
## 4771       2018-05-25  78000   46-55ys      5 ['web', 'email']         20
## 4772       2016-03-24  71000   26-35ys      5 ['web', 'email']         20
## 4773       2015-04-23  61000   46-55ys      5 ['web', 'email']         20
## 4774       2018-03-26  70000   18-25ys      5 ['web', 'email']         20
## 4775       2015-09-27  61000   18-25ys      5 ['web', 'email']         20
## 4776       2016-06-18  78000   46-55ys      5 ['web', 'email']         20
## 4777       2017-11-07  31000   56-65ys      5 ['web', 'email']         20
## 4778       2013-08-27  50000   36-45ys      5 ['web', 'email']         20
## 4779       2018-05-14  95000   56-65ys      5 ['web', 'email']         20
## 4780       2015-12-05  92000   56-65ys      5 ['web', 'email']         20
## 4781       2015-11-07  56000   36-45ys      5 ['web', 'email']         20
## 4782       2017-10-20  44000   46-55ys      5 ['web', 'email']         20
## 4783       2017-08-12  68000   36-45ys      5 ['web', 'email']         20
## 4784       2016-01-09  51000   76-85ys      5 ['web', 'email']         20
## 4785       2017-08-27  57000   36-45ys      5 ['web', 'email']         20
## 4786       2017-10-27  52000   56-65ys      5 ['web', 'email']         20
## 4787       2016-02-13  60000   56-65ys      5 ['web', 'email']         20
## 4788       2017-01-28  45000   18-25ys      5 ['web', 'email']         20
## 4789       2018-03-21  35000   18-25ys      5 ['web', 'email']         20
## 4790       2015-06-20  69000   56-65ys      5 ['web', 'email']         20
## 4791       2015-12-14  33000   18-25ys      5 ['web', 'email']         20
## 4792       2014-05-06  92000   66-75ys      5 ['web', 'email']         20
## 4793       2018-02-06  81000   36-45ys      5 ['web', 'email']         20
## 4794       2016-01-23  98000   36-45ys      5 ['web', 'email']         20
## 4795       2017-09-29  99000   56-65ys      5 ['web', 'email']         20
## 4796       2018-02-06  81000   36-45ys      5 ['web', 'email']         20
## 4797       2017-02-27  37000   46-55ys      5 ['web', 'email']         20
## 4798       2018-01-17  57000   46-55ys      5 ['web', 'email']         20
## 4799       2015-11-26  74000   76-85ys      5 ['web', 'email']         20
## 4800       2016-07-06 113000   76-85ys      5 ['web', 'email']         20
## 4801       2016-03-08 115000   66-75ys      5 ['web', 'email']         20
## 4802       2017-11-09  92000   66-75ys      5 ['web', 'email']         20
## 4803       2017-10-01  49000   36-45ys      5 ['web', 'email']         20
## 4804       2013-11-14  45000   66-75ys      5 ['web', 'email']         20
## 4805       2014-04-18  58000    > 86ys      5 ['web', 'email']         20
## 4806       2015-08-04  66000   36-45ys      5 ['web', 'email']         20
## 4807       2018-04-08  67000   46-55ys      5 ['web', 'email']         20
## 4808       2014-05-28  98000   46-55ys      5 ['web', 'email']         20
## 4809       2018-05-18 117000   66-75ys      5 ['web', 'email']         20
## 4810       2018-06-14  80000   66-75ys      5 ['web', 'email']         20
## 4811       2017-06-27 105000   56-65ys      5 ['web', 'email']         20
## 4812       2016-05-22  77000   76-85ys      5 ['web', 'email']         20
## 4813       2017-06-09  67000   66-75ys      5 ['web', 'email']         20
## 4814       2018-06-14  80000   66-75ys      5 ['web', 'email']         20
## 4815       2018-03-21  52000   26-35ys      5 ['web', 'email']         20
## 4816       2017-08-15  34000   56-65ys      5 ['web', 'email']         20
## 4817       2013-11-14  45000   66-75ys      5 ['web', 'email']         20
## 4818       2014-05-28  98000   46-55ys      5 ['web', 'email']         20
## 4819       2018-06-13  75000   36-45ys      5 ['web', 'email']         20
## 4820       2017-07-19  75000   56-65ys      5 ['web', 'email']         20
## 4821       2016-02-17  95000   56-65ys      5 ['web', 'email']         20
## 4822       2018-04-24  96000   66-75ys      5 ['web', 'email']         20
## 4823       2015-11-26  47000   26-35ys      5 ['web', 'email']         20
## 4824       2018-02-20  30000   18-25ys      5 ['web', 'email']         20
## 4825       2017-08-27  61000   76-85ys      5 ['web', 'email']         20
## 4826       2016-10-17  82000   46-55ys      5 ['web', 'email']         20
## 4827       2016-11-16 106000   46-55ys      5 ['web', 'email']         20
## 4828       2015-06-22  48000   18-25ys      5 ['web', 'email']         20
## 4829       2015-12-18  50000   66-75ys      5 ['web', 'email']         20
## 4830       2018-02-12  58000   46-55ys      5 ['web', 'email']         20
## 4831       2017-02-27  72000   56-65ys      5 ['web', 'email']         20
## 4832       2018-02-12  58000   46-55ys      5 ['web', 'email']         20
## 4833       2015-09-09 113000   56-65ys      5 ['web', 'email']         20
## 4834       2017-09-11  31000   18-25ys      5 ['web', 'email']         20
## 4835       2017-01-15  81000   66-75ys      5 ['web', 'email']         20
## 4836       2018-06-01  53000   26-35ys      5 ['web', 'email']         20
## 4837       2015-12-05 115000   66-75ys      5 ['web', 'email']         20
## 4838       2014-02-08  44000   26-35ys      5 ['web', 'email']         20
## 4839       2017-01-25  88000   36-45ys      5 ['web', 'email']         20
## 4840       2016-05-13  85000   46-55ys      5 ['web', 'email']         20
## 4841       2017-08-09  92000   66-75ys      5 ['web', 'email']         20
## 4842       2015-11-18  79000   46-55ys      5 ['web', 'email']         20
## 4843       2018-02-17  53000   46-55ys      5 ['web', 'email']         20
## 4844       2018-06-14  54000   66-75ys      5 ['web', 'email']         20
## 4845       2018-04-16  99000   46-55ys      5 ['web', 'email']         20
## 4846       2016-02-09  92000   76-85ys      5 ['web', 'email']         20
## 4847       2015-09-24  53000   36-45ys      5 ['web', 'email']         20
## 4848       2017-03-05  76000   56-65ys      5 ['web', 'email']         20
## 4849       2014-07-24  77000   46-55ys      5 ['web', 'email']         20
## 4850       2015-12-31  93000   76-85ys      5 ['web', 'email']         20
## 4851       2015-06-08  71000   46-55ys      5 ['web', 'email']         20
## 4852       2016-01-02  56000   36-45ys      5 ['web', 'email']         20
## 4853       2018-02-18  48000   18-25ys      5 ['web', 'email']         20
## 4854       2014-02-07  74000   46-55ys      5 ['web', 'email']         20
## 4855       2018-03-17  37000   66-75ys      5 ['web', 'email']         20
## 4856       2017-09-26  48000   26-35ys      5 ['web', 'email']         20
## 4857       2017-11-02  31000   56-65ys      5 ['web', 'email']         20
## 4858       2018-04-28  41000   56-65ys      5 ['web', 'email']         20
## 4859       2017-10-28  93000   46-55ys      5 ['web', 'email']         20
## 4860       2016-04-17  45000   66-75ys      5 ['web', 'email']         20
## 4861       2017-09-27  62000   46-55ys      5 ['web', 'email']         20
## 4862       2017-11-23  53000   18-25ys      5 ['web', 'email']         20
## 4863       2017-10-28  93000   46-55ys      5 ['web', 'email']         20
## 4864       2017-09-26  48000   26-35ys      5 ['web', 'email']         20
## 4865       2017-09-12  58000   56-65ys      5 ['web', 'email']         20
## 4866       2013-10-07  53000   18-25ys      5 ['web', 'email']         20
## 4867       2016-11-24  74000   18-25ys      5 ['web', 'email']         20
## 4868       2016-10-11 117000   76-85ys      5 ['web', 'email']         20
## 4869       2018-04-04  34000   36-45ys      5 ['web', 'email']         20
## 4870       2016-08-29  60000   36-45ys      5 ['web', 'email']         20
## 4871       2017-06-02 116000   56-65ys      5 ['web', 'email']         20
## 4872       2017-09-03  67000   36-45ys      5 ['web', 'email']         20
## 4873       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 4874       2017-09-03  67000   36-45ys      5 ['web', 'email']         20
## 4875       2016-04-03  85000   76-85ys      5 ['web', 'email']         20
## 4876       2018-05-24  68000   46-55ys      5 ['web', 'email']         20
## 4877       2018-04-02  77000   46-55ys      5 ['web', 'email']         20
## 4878       2018-04-02  77000   46-55ys      5 ['web', 'email']         20
## 4879       2018-01-26  65000   66-75ys      5 ['web', 'email']         20
## 4880       2015-12-18  79000   56-65ys      5 ['web', 'email']         20
## 4881       2017-02-27  46000   46-55ys      5 ['web', 'email']         20
## 4882       2016-10-11  33000    > 86ys      5 ['web', 'email']         20
## 4883       2017-01-08  86000   66-75ys      5 ['web', 'email']         20
## 4884       2016-08-07  58000   46-55ys      5 ['web', 'email']         20
## 4885       2015-10-07  62000   56-65ys      5 ['web', 'email']         20
## 4886       2016-02-19  80000   76-85ys      5 ['web', 'email']         20
## 4887       2017-02-26 108000   46-55ys      5 ['web', 'email']         20
## 4888       2018-01-25  67000   36-45ys      5 ['web', 'email']         20
## 4889       2014-03-24  65000   36-45ys      5 ['web', 'email']         20
## 4890       2015-10-07  62000   56-65ys      5 ['web', 'email']         20
## 4891       2016-09-04  37000   76-85ys      5 ['web', 'email']         20
## 4892       2016-04-12 114000   76-85ys      5 ['web', 'email']         20
## 4893       2017-04-02  36000   46-55ys      5 ['web', 'email']         20
## 4894       2014-12-13  52000   46-55ys      5 ['web', 'email']         20
## 4895       2018-06-30  36000   46-55ys      5 ['web', 'email']         20
## 4896       2017-04-03  71000   66-75ys      5 ['web', 'email']         20
## 4897       2017-02-23  80000   46-55ys      5 ['web', 'email']         20
## 4898       2017-09-25 110000   56-65ys      5 ['web', 'email']         20
## 4899       2016-01-07  77000   46-55ys      5 ['web', 'email']         20
## 4900       2015-10-30  70000   56-65ys      5 ['web', 'email']         20
## 4901       2018-05-29  56000   46-55ys      5 ['web', 'email']         20
## 4902       2016-10-21  97000   36-45ys      5 ['web', 'email']         20
## 4903       2017-04-03  71000   66-75ys      5 ['web', 'email']         20
## 4904       2015-10-07  62000   56-65ys      5 ['web', 'email']         20
## 4905       2018-03-06  68000   46-55ys      5 ['web', 'email']         20
## 4906       2017-11-27 110000   56-65ys      5 ['web', 'email']         20
## 4907       2015-09-14  80000   56-65ys      5 ['web', 'email']         20
## 4908       2015-09-14  80000   56-65ys      5 ['web', 'email']         20
## 4909       2015-12-11  55000   46-55ys      5 ['web', 'email']         20
## 4910       2018-07-25 103000   76-85ys      5 ['web', 'email']         20
## 4911       2017-06-03  72000   46-55ys      5 ['web', 'email']         20
## 4912       2015-12-18 114000   46-55ys      5 ['web', 'email']         20
## 4913       2018-01-23  56000   46-55ys      5 ['web', 'email']         20
## 4914       2016-09-11  68000   66-75ys      5 ['web', 'email']         20
## 4915       2017-01-09 119000   56-65ys      5 ['web', 'email']         20
## 4916       2018-01-23  57000   46-55ys      5 ['web', 'email']         20
## 4917       2018-01-10  80000   46-55ys      5 ['web', 'email']         20
## 4918       2014-07-29  37000   18-25ys      5 ['web', 'email']         20
## 4919       2016-01-10 116000   46-55ys      5 ['web', 'email']         20
## 4920       2018-05-07  95000   46-55ys      5 ['web', 'email']         20
## 4921       2018-01-14  85000   66-75ys      5 ['web', 'email']         20
## 4922       2018-07-17  75000   18-25ys      5 ['web', 'email']         20
## 4923       2016-10-26  68000   66-75ys      5 ['web', 'email']         20
## 4924       2017-12-12  67000   66-75ys      5 ['web', 'email']         20
## 4925       2016-04-18  79000   56-65ys      5 ['web', 'email']         20
## 4926       2017-01-25  54000   18-25ys      5 ['web', 'email']         20
## 4927       2017-12-08  81000   46-55ys      5 ['web', 'email']         20
## 4928       2015-10-02  78000    > 86ys      5 ['web', 'email']         20
## 4929       2018-07-02  74000   18-25ys      5 ['web', 'email']         20
## 4930       2018-07-14  44000   18-25ys      5 ['web', 'email']         20
## 4931       2016-07-29  80000   46-55ys      5 ['web', 'email']         20
## 4932       2015-10-16  84000   46-55ys      5 ['web', 'email']         20
## 4933       2015-09-24  75000   66-75ys      5 ['web', 'email']         20
## 4934       2018-03-24  65000   18-25ys      5 ['web', 'email']         20
## 4935       2016-03-26 108000   56-65ys      5 ['web', 'email']         20
## 4936       2016-06-24  53000   76-85ys      5 ['web', 'email']         20
## 4937       2018-07-16  39000   36-45ys      5 ['web', 'email']         20
## 4938       2016-08-29  65000   36-45ys      5 ['web', 'email']         20
## 4939       2017-06-30  94000   36-45ys      5 ['web', 'email']         20
## 4940       2017-09-27  52000    > 86ys      5 ['web', 'email']         20
## 4941       2016-06-13  87000   46-55ys      5 ['web', 'email']         20
## 4942       2016-10-10  61000   56-65ys      5 ['web', 'email']         20
## 4943       2017-12-13  40000   46-55ys      5 ['web', 'email']         20
## 4944       2017-03-12  86000   56-65ys      5 ['web', 'email']         20
## 4945       2017-11-21  69000   66-75ys      5 ['web', 'email']         20
## 4946       2015-10-16  84000   46-55ys      5 ['web', 'email']         20
## 4947       2017-11-07  98000   56-65ys      5 ['web', 'email']         20
## 4948       2018-07-16  39000   36-45ys      5 ['web', 'email']         20
## 4949       2017-12-13  67000    > 86ys      5 ['web', 'email']         20
## 4950       2013-08-27  50000   26-35ys      5 ['web', 'email']         20
## 4951       2017-10-06  73000   36-45ys      5 ['web', 'email']         20
## 4952       2018-04-19  35000   56-65ys      5 ['web', 'email']         20
## 4953       2017-03-21  69000   46-55ys      5 ['web', 'email']         20
## 4954       2017-06-14  53000   18-25ys      5 ['web', 'email']         20
## 4955       2015-10-08  74000   46-55ys      5 ['web', 'email']         20
## 4956       2016-09-03  85000   46-55ys      5 ['web', 'email']         20
## 4957       2017-10-01  81000   66-75ys      5 ['web', 'email']         20
## 4958       2017-06-02  96000   56-65ys      5 ['web', 'email']         20
## 4959       2015-09-30  74000   76-85ys      5 ['web', 'email']         20
## 4960       2018-06-18  45000   56-65ys      5 ['web', 'email']         20
## 4961       2016-05-12  64000   56-65ys      5 ['web', 'email']         20
## 4962       2016-07-25  50000   18-25ys      5 ['web', 'email']         20
## 4963       2017-07-02 101000   46-55ys      5 ['web', 'email']         20
## 4964       2015-09-30  31000   46-55ys      5 ['web', 'email']         20
## 4965       2017-10-30  73000   46-55ys      5 ['web', 'email']         20
## 4966       2015-11-28  60000   46-55ys      5 ['web', 'email']         20
## 4967       2017-10-19  46000   66-75ys      5 ['web', 'email']         20
## 4968       2016-05-12  64000   56-65ys      5 ['web', 'email']         20
## 4969       2017-10-21 110000   56-65ys      5 ['web', 'email']         20
## 4970       2018-05-24  85000   56-65ys      5 ['web', 'email']         20
## 4971       2015-11-28  60000   46-55ys      5 ['web', 'email']         20
## 4972       2016-07-25  50000   18-25ys      5 ['web', 'email']         20
## 4973       2018-02-08  79000   46-55ys      5 ['web', 'email']         20
## 4974       2018-06-01  67000   26-35ys      5 ['web', 'email']         20
## 4975       2018-06-30  71000   18-25ys      5 ['web', 'email']         20
## 4976       2014-10-07  54000   56-65ys      5 ['web', 'email']         20
## 4977       2015-11-29  85000   56-65ys      5 ['web', 'email']         20
## 4978       2017-10-10  89000   66-75ys      5 ['web', 'email']         20
## 4979       2016-07-07  35000   66-75ys      5 ['web', 'email']         20
## 4980       2017-07-02 101000   46-55ys      5 ['web', 'email']         20
## 4981       2017-11-07  35000   18-25ys      5 ['web', 'email']         20
## 4982       2018-07-21  98000   76-85ys      5 ['web', 'email']         20
## 4983       2017-12-30  44000   46-55ys      5 ['web', 'email']         20
## 4984       2018-07-22  72000   26-35ys      5 ['web', 'email']         20
## 4985       2017-05-11  50000   36-45ys      5 ['web', 'email']         20
## 4986       2014-06-24  33000   46-55ys      5 ['web', 'email']         20
## 4987       2015-12-09  66000   56-65ys      5 ['web', 'email']         20
## 4988       2013-09-18  59000   26-35ys      5 ['web', 'email']         20
## 4989       2014-10-11  66000   76-85ys      5 ['web', 'email']         20
## 4990       2014-05-11  68000   46-55ys      5 ['web', 'email']         20
## 4991       2017-06-27  92000   66-75ys      5 ['web', 'email']         20
## 4992       2017-11-12  67000   46-55ys      5 ['web', 'email']         20
## 4993       2017-11-12  67000   46-55ys      5 ['web', 'email']         20
## 4994       2017-05-24  58000   46-55ys      5 ['web', 'email']         20
## 4995       2017-06-27  67000   46-55ys      5 ['web', 'email']         20
## 4996       2016-04-11  71000   46-55ys      5 ['web', 'email']         20
## 4997       2016-08-24  34000   26-35ys      5 ['web', 'email']         20
## 4998       2018-03-11  92000   36-45ys      5 ['web', 'email']         20
## 4999       2017-11-12  67000   46-55ys      5 ['web', 'email']         20
## 5000       2017-05-09  63000   18-25ys      5 ['web', 'email']         20
## 5001       2018-06-26  84000   66-75ys      5 ['web', 'email']         20
## 5002       2016-01-12 116000   56-65ys      5 ['web', 'email']         20
## 5003       2016-07-18  96000   56-65ys      5 ['web', 'email']         20
## 5004       2017-10-02  89000    > 86ys      5 ['web', 'email']         20
## 5005       2017-10-11  57000   46-55ys      5 ['web', 'email']         20
## 5006       2016-09-30  69000   56-65ys      5 ['web', 'email']         20
## 5007       2017-06-26  57000   66-75ys      5 ['web', 'email']         20
## 5008       2017-06-26  57000   66-75ys      5 ['web', 'email']         20
## 5009       2017-03-24  40000   18-25ys      5 ['web', 'email']         20
## 5010       2017-08-28  45000   26-35ys      5 ['web', 'email']         20
## 5011       2015-09-30  73000   56-65ys      5 ['web', 'email']         20
## 5012       2018-03-29  39000   76-85ys      5 ['web', 'email']         20
## 5013       2018-01-12  56000   18-25ys      5 ['web', 'email']         20
## 5014       2014-10-20  70000   56-65ys      5 ['web', 'email']         20
## 5015       2017-01-25  63000   18-25ys      5 ['web', 'email']         20
## 5016       2017-09-21  65000   36-45ys      5 ['web', 'email']         20
## 5017       2018-07-18  32000   56-65ys      5 ['web', 'email']         20
## 5018       2018-05-29  48000   26-35ys      5 ['web', 'email']         20
## 5019       2017-09-24  43000   66-75ys      5 ['web', 'email']         20
## 5020       2014-04-17  48000   36-45ys      5 ['web', 'email']         20
## 5021       2016-10-26  51000   56-65ys      5 ['web', 'email']         20
## 5022       2015-11-18  72000   46-55ys      5 ['web', 'email']         20
## 5023       2015-09-27  53000   46-55ys      5 ['web', 'email']         20
## 5024       2017-05-10  84000   76-85ys      5 ['web', 'email']         20
## 5025       2014-04-17  48000   36-45ys      5 ['web', 'email']         20
## 5026       2018-02-22  57000   26-35ys      5 ['web', 'email']         20
## 5027       2017-03-07  77000   66-75ys      5 ['web', 'email']         20
## 5028       2017-10-27  40000   36-45ys      5 ['web', 'email']         20
## 5029       2017-10-06  63000   36-45ys      5 ['web', 'email']         20
## 5030       2018-04-10  53000   46-55ys      5 ['web', 'email']         20
## 5031       2017-08-21  55000   56-65ys      5 ['web', 'email']         20
## 5032       2018-02-01  87000   56-65ys      5 ['web', 'email']         20
## 5033       2016-07-03  36000   26-35ys      5 ['web', 'email']         20
## 5034       2016-02-28  87000   56-65ys      5 ['web', 'email']         20
## 5035       2017-10-21  49000   18-25ys      5 ['web', 'email']         20
## 5036       2015-11-16  64000   56-65ys      5 ['web', 'email']         20
## 5037       2017-07-27  73000   46-55ys      5 ['web', 'email']         20
## 5038       2017-10-27 109000   66-75ys      5 ['web', 'email']         20
## 5039       2018-06-21  66000   46-55ys      5 ['web', 'email']         20
## 5040       2018-01-10  53000    > 86ys      5 ['web', 'email']         20
## 5041       2018-02-12  89000   76-85ys      5 ['web', 'email']         20
## 5042       2013-10-22  33000   56-65ys      5 ['web', 'email']         20
## 5043       2017-06-25  45000   56-65ys      5 ['web', 'email']         20
## 5044       2018-01-30  73000   66-75ys      5 ['web', 'email']         20
## 5045       2016-02-05  99000   56-65ys      5 ['web', 'email']         20
## 5046       2015-08-02  85000   56-65ys      5 ['web', 'email']         20
## 5047       2017-03-26  85000   76-85ys      5 ['web', 'email']         20
## 5048       2017-11-05  52000   56-65ys      5 ['web', 'email']         20
## 5049       2017-04-01  57000   66-75ys      5 ['web', 'email']         20
## 5050       2017-10-17 116000   66-75ys      5 ['web', 'email']         20
## 5051       2018-04-19  70000   56-65ys      5 ['web', 'email']         20
## 5052       2015-07-06  79000   76-85ys      5 ['web', 'email']         20
## 5053       2017-11-25  70000   26-35ys      5 ['web', 'email']         20
## 5054       2018-01-26  65000   18-25ys      5 ['web', 'email']         20
## 5055       2017-12-20  44000   18-25ys      5 ['web', 'email']         20
## 5056       2017-12-22  90000   56-65ys      5 ['web', 'email']         20
## 5057       2018-01-23  97000   56-65ys      5 ['web', 'email']         20
## 5058       2016-08-21  63000   36-45ys      5 ['web', 'email']         20
## 5059       2017-06-19  83000   46-55ys      5 ['web', 'email']         20
## 5060       2016-09-05  73000   56-65ys      5 ['web', 'email']         20
## 5061       2015-06-13  61000   56-65ys      5 ['web', 'email']         20
## 5062       2015-10-13  61000   66-75ys      5 ['web', 'email']         20
## 5063       2017-04-02  53000   18-25ys      5 ['web', 'email']         20
## 5064       2017-08-06  37000   26-35ys      5 ['web', 'email']         20
## 5065       2016-05-31  75000   36-45ys      5 ['web', 'email']         20
## 5066       2016-04-02  82000   46-55ys      5 ['web', 'email']         20
## 5067       2018-05-02  81000   76-85ys      5 ['web', 'email']         20
## 5068       2018-04-15  41000   26-35ys      5 ['web', 'email']         20
## 5069       2015-11-02  53000   46-55ys      5 ['web', 'email']         20
## 5070       2014-03-12  68000   46-55ys      5 ['web', 'email']         20
## 5071       2018-07-15  60000   18-25ys      5 ['web', 'email']         20
## 5072       2015-11-15  97000   56-65ys      5 ['web', 'email']         20
## 5073       2017-08-06  60000   36-45ys      5 ['web', 'email']         20
## 5074       2016-11-13  77000   46-55ys      5 ['web', 'email']         20
## 5075       2016-05-11  39000   18-25ys      5 ['web', 'email']         20
## 5076       2018-07-01  36000   66-75ys      5 ['web', 'email']         20
## 5077       2016-05-14  36000   18-25ys      5 ['web', 'email']         20
## 5078       2015-10-04  94000   46-55ys      5 ['web', 'email']         20
## 5079       2018-07-01  36000   66-75ys      5 ['web', 'email']         20
## 5080       2017-08-30  68000    > 86ys      5 ['web', 'email']         20
## 5081       2016-05-02  50000   36-45ys      5 ['web', 'email']         20
## 5082       2017-02-03  54000   18-25ys      5 ['web', 'email']         20
## 5083       2015-09-08  99000   46-55ys      5 ['web', 'email']         20
## 5084       2015-10-04  94000   46-55ys      5 ['web', 'email']         20
## 5085       2016-03-25  68000   66-75ys      5 ['web', 'email']         20
## 5086       2016-07-26  80000   56-65ys      5 ['web', 'email']         20
## 5087       2016-06-30  69000   36-45ys      5 ['web', 'email']         20
## 5088       2016-05-14  36000   18-25ys      5 ['web', 'email']         20
## 5089       2016-01-01  69000   36-45ys      5 ['web', 'email']         20
## 5090       2016-03-05  89000   36-45ys      5 ['web', 'email']         20
## 5091       2015-09-10  75000   66-75ys      5 ['web', 'email']         20
## 5092       2017-07-12  44000   56-65ys      5 ['web', 'email']         20
## 5093       2018-07-08  51000   46-55ys      5 ['web', 'email']         20
## 5094       2018-03-18  74000   66-75ys      5 ['web', 'email']         20
## 5095       2018-05-28  99000   66-75ys      5 ['web', 'email']         20
## 5096       2018-01-15  68000   26-35ys      5 ['web', 'email']         20
## 5097       2015-01-12  82000   46-55ys      5 ['web', 'email']         20
## 5098       2017-08-07  83000   46-55ys      5 ['web', 'email']         20
## 5099       2016-03-22  96000   36-45ys      5 ['web', 'email']         20
## 5100       2018-04-25  93000   36-45ys      5 ['web', 'email']         20
## 5101       2018-03-18  57000   56-65ys      5 ['web', 'email']         20
## 5102       2018-05-14  56000   56-65ys      5 ['web', 'email']         20
## 5103       2016-06-05  69000   56-65ys      5 ['web', 'email']         20
## 5104       2016-07-07  74000   46-55ys      5 ['web', 'email']         20
## 5105       2017-05-29  56000   36-45ys      5 ['web', 'email']         20
## 5106       2015-11-06  76000   56-65ys      5 ['web', 'email']         20
## 5107       2016-05-29  55000   46-55ys      5 ['web', 'email']         20
## 5108       2016-02-10  77000   66-75ys      5 ['web', 'email']         20
## 5109       2017-03-25  71000    > 86ys      5 ['web', 'email']         20
## 5110       2017-10-08  94000   56-65ys      5 ['web', 'email']         20
## 5111       2015-08-12  97000   66-75ys      5 ['web', 'email']         20
## 5112       2018-06-09  58000    > 86ys      5 ['web', 'email']         20
## 5113       2018-04-22  52000   56-65ys      5 ['web', 'email']         20
## 5114       2016-03-22  96000   36-45ys      5 ['web', 'email']         20
## 5115       2018-03-27  99000   56-65ys      5 ['web', 'email']         20
## 5116       2017-03-18  95000   36-45ys      5 ['web', 'email']         20
## 5117       2016-06-05  69000   56-65ys      5 ['web', 'email']         20
## 5118       2016-05-05  64000   26-35ys      5 ['web', 'email']         20
## 5119       2017-10-29  40000   18-25ys      5 ['web', 'email']         20
## 5120       2017-11-13  36000   66-75ys      5 ['web', 'email']         20
## 5121       2017-03-06  83000   56-65ys      5 ['web', 'email']         20
## 5122       2015-02-26  59000   18-25ys      5 ['web', 'email']         20
## 5123       2017-08-02  58000   18-25ys      5 ['web', 'email']         20
## 5124       2017-08-09  33000   26-35ys      5 ['web', 'email']         20
## 5125       2018-02-10  53000   46-55ys      5 ['web', 'email']         20
## 5126       2014-09-05  61000   56-65ys      5 ['web', 'email']         20
## 5127       2018-07-02  57000    > 86ys      5 ['web', 'email']         20
## 5128       2018-05-30  57000    > 86ys      5 ['web', 'email']         20
## 5129       2017-01-12  40000   18-25ys      5 ['web', 'email']         20
## 5130       2015-10-22  64000   26-35ys      5 ['web', 'email']         20
## 5131       2017-11-05  51000   66-75ys      5 ['web', 'email']         20
## 5132       2018-07-24  52000   36-45ys      5 ['web', 'email']         20
## 5133       2017-06-21  70000   56-65ys      5 ['web', 'email']         20
## 5134       2018-02-24  65000   56-65ys      5 ['web', 'email']         20
## 5135       2017-10-22  76000   76-85ys      5 ['web', 'email']         20
## 5136       2017-11-12  57000   26-35ys      5 ['web', 'email']         20
## 5137       2016-06-29  84000   36-45ys      5 ['web', 'email']         20
## 5138       2015-09-19  88000   76-85ys      5 ['web', 'email']         20
## 5139       2015-04-25  53000   46-55ys      5 ['web', 'email']         20
## 5140       2014-01-07  30000   66-75ys      5 ['web', 'email']         20
## 5141       2016-04-16  68000   66-75ys      5 ['web', 'email']         20
## 5142       2017-10-15  47000   56-65ys      5 ['web', 'email']         20
## 5143       2018-07-13  64000   18-25ys      5 ['web', 'email']         20
## 5144       2018-07-19 103000   56-65ys      5 ['web', 'email']         20
## 5145       2013-08-06  69000   66-75ys      5 ['web', 'email']         20
## 5146       2017-09-04  43000   76-85ys      5 ['web', 'email']         20
## 5147       2018-07-19 103000   56-65ys      5 ['web', 'email']         20
## 5148       2016-04-16  68000   66-75ys      5 ['web', 'email']         20
## 5149       2018-07-05  89000   46-55ys      5 ['web', 'email']         20
## 5150       2017-12-26  79000    > 86ys      5 ['web', 'email']         20
## 5151       2017-08-11  65000   56-65ys      5 ['web', 'email']         20
## 5152       2014-06-16  79000   56-65ys      5 ['web', 'email']         20
## 5153       2018-06-04  46000   26-35ys      5 ['web', 'email']         20
## 5154       2017-09-22  71000   46-55ys      5 ['web', 'email']         20
## 5155       2016-06-07  63000   36-45ys      5 ['web', 'email']         20
## 5156       2016-08-17  89000   46-55ys      5 ['web', 'email']         20
## 5157       2016-03-14  39000   46-55ys      5 ['web', 'email']         20
## 5158       2017-03-13 104000   46-55ys      5 ['web', 'email']         20
## 5159       2016-05-11  55000   46-55ys      5 ['web', 'email']         20
## 5160       2015-09-22  76000   46-55ys      5 ['web', 'email']         20
## 5161       2015-12-18  85000   66-75ys      5 ['web', 'email']         20
## 5162       2016-06-10  65000   18-25ys      5 ['web', 'email']         20
## 5163       2018-03-16  85000   46-55ys      5 ['web', 'email']         20
## 5164       2018-06-04  46000   26-35ys      5 ['web', 'email']         20
## 5165       2017-07-31  63000   56-65ys      5 ['web', 'email']         20
## 5166       2017-05-13  73000   46-55ys      5 ['web', 'email']         20
## 5167       2015-12-11  54000   56-65ys      5 ['web', 'email']         20
## 5168       2016-12-08  95000   76-85ys      5 ['web', 'email']         20
## 5169       2016-12-19 108000   66-75ys      5 ['web', 'email']         20
## 5170       2017-06-09  37000   46-55ys      5 ['web', 'email']         20
## 5171       2017-12-18  71000   18-25ys      5 ['web', 'email']         20
## 5172       2015-12-27  82000   46-55ys      5 ['web', 'email']         20
## 5173       2017-07-24  97000   46-55ys      5 ['web', 'email']         20
## 5174       2013-12-25  56000   46-55ys      5 ['web', 'email']         20
## 5175       2015-09-27  62000   76-85ys      5 ['web', 'email']         20
## 5176       2017-06-23  94000   46-55ys      5 ['web', 'email']         20
## 5177       2015-09-04  74000   46-55ys      5 ['web', 'email']         20
## 5178       2016-03-31  73000   46-55ys      5 ['web', 'email']         20
## 5179       2017-10-24  59000   36-45ys      5 ['web', 'email']         20
## 5180       2017-05-26  57000   56-65ys      5 ['web', 'email']         20
## 5181       2017-12-11  85000   36-45ys      5 ['web', 'email']         20
## 5182       2016-11-24  38000   36-45ys      5 ['web', 'email']         20
## 5183       2017-11-25  71000   66-75ys      5 ['web', 'email']         20
## 5184       2018-01-02  71000   76-85ys      5 ['web', 'email']         20
## 5185       2015-08-22  56000   26-35ys      5 ['web', 'email']         20
## 5186       2017-08-15  78000   46-55ys      5 ['web', 'email']         20
## 5187       2018-03-19  51000   26-35ys      5 ['web', 'email']         20
## 5188       2017-05-15  92000   36-45ys      5 ['web', 'email']         20
## 5189       2015-02-10  70000   66-75ys      5 ['web', 'email']         20
## 5190       2016-06-20  58000   66-75ys      5 ['web', 'email']         20
## 5191       2017-12-11  85000   36-45ys      5 ['web', 'email']         20
## 5192       2017-09-30  73000   26-35ys      5 ['web', 'email']         20
## 5193       2015-02-24  73000   66-75ys      5 ['web', 'email']         20
## 5194       2017-01-24  72000   46-55ys      5 ['web', 'email']         20
## 5195       2014-03-12  68000   56-65ys      5 ['web', 'email']         20
## 5196       2016-06-01 108000   66-75ys      5 ['web', 'email']         20
## 5197       2016-06-20  58000   66-75ys      5 ['web', 'email']         20
## 5198       2016-06-29  69000   66-75ys      5 ['web', 'email']         20
## 5199       2016-04-03  85000   66-75ys      5 ['web', 'email']         20
## 5200       2017-02-05  87000   36-45ys      5 ['web', 'email']         20
## 5201       2018-05-18  79000   46-55ys      5 ['web', 'email']         20
## 5202       2015-03-07  68000   66-75ys      5 ['web', 'email']         20
## 5203       2017-11-19  72000   36-45ys      5 ['web', 'email']         20
## 5204       2014-03-12  36000   26-35ys      5 ['web', 'email']         20
## 5205       2015-10-25  60000   46-55ys      5 ['web', 'email']         20
## 5206       2016-01-22  48000   56-65ys      5 ['web', 'email']         20
## 5207       2016-09-06 115000   66-75ys      5 ['web', 'email']         20
## 5208       2017-04-13  72000   66-75ys      5 ['web', 'email']         20
## 5209       2017-07-22  61000   46-55ys      5 ['web', 'email']         20
## 5210       2016-05-11  33000   26-35ys      5 ['web', 'email']         20
## 5211       2016-12-04  38000   56-65ys      5 ['web', 'email']         20
## 5212       2016-12-12  96000   56-65ys      5 ['web', 'email']         20
## 5213       2015-12-29  36000   36-45ys      5 ['web', 'email']         20
## 5214       2017-08-18  84000   56-65ys      5 ['web', 'email']         20
## 5215       2016-06-14  52000   36-45ys      5 ['web', 'email']         20
## 5216       2016-07-24 113000   56-65ys      5 ['web', 'email']         20
## 5217       2018-04-21  72000   46-55ys      5 ['web', 'email']         20
## 5218       2017-11-09  76000   66-75ys      5 ['web', 'email']         20
## 5219       2018-05-25  86000   36-45ys      5 ['web', 'email']         20
## 5220       2018-03-03  90000   46-55ys      5 ['web', 'email']         20
## 5221       2017-07-29  47000   36-45ys      5 ['web', 'email']         20
## 5222       2017-02-02  53000   66-75ys      5 ['web', 'email']         20
## 5223       2017-12-07  58000   56-65ys      5 ['web', 'email']         20
## 5224       2017-12-07  58000   56-65ys      5 ['web', 'email']         20
## 5225       2015-03-07  68000   66-75ys      5 ['web', 'email']         20
## 5226       2018-03-17  61000   36-45ys      5 ['web', 'email']         20
## 5227       2015-03-15  38000   66-75ys      5 ['web', 'email']         20
## 5228       2018-02-26  48000   56-65ys      5 ['web', 'email']         20
## 5229       2016-11-28  38000   66-75ys      5 ['web', 'email']         20
## 5230       2017-02-07  59000   18-25ys      5 ['web', 'email']         20
## 5231       2016-11-20 103000   56-65ys      5 ['web', 'email']         20
## 5232       2016-09-06  89000   66-75ys      5 ['web', 'email']         20
## 5233       2017-12-22  59000   66-75ys      5 ['web', 'email']         20
## 5234       2016-09-14 117000   56-65ys      5 ['web', 'email']         20
## 5235       2015-10-14  31000   66-75ys      5 ['web', 'email']         20
## 5236       2016-01-06  47000   46-55ys      5 ['web', 'email']         20
## 5237       2018-02-03  35000   36-45ys      5 ['web', 'email']         20
## 5238       2015-11-24  37000   46-55ys      5 ['web', 'email']         20
## 5239       2016-01-05  49000   36-45ys      5 ['web', 'email']         20
## 5240       2015-10-10  86000   56-65ys      5 ['web', 'email']         20
## 5241       2017-02-23  58000   56-65ys      5 ['web', 'email']         20
## 5242       2017-11-18  57000   46-55ys      5 ['web', 'email']         20
## 5243       2018-04-24  35000   26-35ys      5 ['web', 'email']         20
## 5244       2018-04-21  51000   56-65ys      5 ['web', 'email']         20
## 5245       2018-02-15  38000   36-45ys      5 ['web', 'email']         20
## 5246       2016-04-04  69000   76-85ys      5 ['web', 'email']         20
## 5247       2017-05-18  57000   36-45ys      5 ['web', 'email']         20
## 5248       2018-01-27  34000   76-85ys      5 ['web', 'email']         20
## 5249       2017-02-26  72000   66-75ys      5 ['web', 'email']         20
## 5250       2016-01-13  71000   56-65ys      5 ['web', 'email']         20
## 5251       2017-11-27  52000   66-75ys      5 ['web', 'email']         20
## 5252       2017-12-19 113000   56-65ys      5 ['web', 'email']         20
## 5253       2016-11-02  58000   36-45ys      5 ['web', 'email']         20
## 5254       2016-02-28 118000   46-55ys      5 ['web', 'email']         20
## 5255       2017-10-02 107000   46-55ys      5 ['web', 'email']         20
## 5256       2018-07-22  33000   36-45ys      5 ['web', 'email']         20
## 5257       2016-01-26  53000   56-65ys      5 ['web', 'email']         20
## 5258       2016-04-30  56000   56-65ys      5 ['web', 'email']         20
## 5259       2017-10-06  48000   36-45ys      5 ['web', 'email']         20
## 5260       2016-01-26  53000   56-65ys      5 ['web', 'email']         20
## 5261       2018-02-17  39000   36-45ys      5 ['web', 'email']         20
## 5262       2017-10-24  91000   36-45ys      5 ['web', 'email']         20
## 5263       2018-03-03  97000   46-55ys      5 ['web', 'email']         20
## 5264       2018-04-22  40000   36-45ys      5 ['web', 'email']         20
## 5265       2017-11-30  74000   46-55ys      5 ['web', 'email']         20
## 5266       2015-05-27  67000   56-65ys      5 ['web', 'email']         20
## 5267       2015-10-22 115000   46-55ys      5 ['web', 'email']         20
## 5268       2017-12-07  70000   66-75ys      5 ['web', 'email']         20
## 5269       2016-03-06  54000   66-75ys      5 ['web', 'email']         20
## 5270       2017-02-25  87000   66-75ys      5 ['web', 'email']         20
## 5271       2018-01-23  74000   76-85ys      5 ['web', 'email']         20
## 5272       2016-07-09 107000   46-55ys      5 ['web', 'email']         20
## 5273       2017-10-14  74000   76-85ys      5 ['web', 'email']         20
## 5274       2016-10-02  68000   46-55ys      5 ['web', 'email']         20
## 5275       2016-04-18  78000   66-75ys      5 ['web', 'email']         20
## 5276       2017-06-14  82000   46-55ys      5 ['web', 'email']         20
## 5277       2017-06-24  54000   56-65ys      5 ['web', 'email']         20
## 5278       2018-04-22  37000   26-35ys      5 ['web', 'email']         20
## 5279       2015-11-07 109000   46-55ys      5 ['web', 'email']         20
## 5280       2015-10-26  56000   36-45ys      5 ['web', 'email']         20
## 5281       2016-05-08  40000   46-55ys      5 ['web', 'email']         20
## 5282       2018-04-20  40000    > 86ys      5 ['web', 'email']         20
## 5283       2016-03-27  70000   66-75ys      5 ['web', 'email']         20
## 5284       2013-09-13  75000   18-25ys      5 ['web', 'email']         20
## 5285       2017-10-20 112000   56-65ys      5 ['web', 'email']         20
## 5286       2018-06-26  93000   76-85ys      5 ['web', 'email']         20
## 5287       2017-11-16  46000   36-45ys      5 ['web', 'email']         20
## 5288       2014-01-09  69000   66-75ys      5 ['web', 'email']         20
## 5289       2017-12-27  69000   56-65ys      5 ['web', 'email']         20
## 5290       2018-03-05  35000   26-35ys      5 ['web', 'email']         20
## 5291       2017-09-04  75000   46-55ys      5 ['web', 'email']         20
## 5292       2017-12-22  74000   46-55ys      5 ['web', 'email']         20
## 5293       2017-12-20  51000   18-25ys      5 ['web', 'email']         20
## 5294       2017-09-21  40000   56-65ys      5 ['web', 'email']         20
## 5295       2017-08-20  73000   46-55ys      5 ['web', 'email']         20
## 5296       2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 5297       2015-03-15  86000   56-65ys      5 ['web', 'email']         20
## 5298       2017-09-15  47000   26-35ys      5 ['web', 'email']         20
## 5299       2016-03-04  60000   46-55ys      5 ['web', 'email']         20
## 5300       2018-03-21  54000   56-65ys      5 ['web', 'email']         20
## 5301       2017-11-14  65000   46-55ys      5 ['web', 'email']         20
## 5302       2016-03-06  77000   46-55ys      5 ['web', 'email']         20
## 5303       2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 5304       2018-03-22  71000   46-55ys      5 ['web', 'email']         20
## 5305       2017-11-04  74000   36-45ys      5 ['web', 'email']         20
## 5306       2018-05-30  35000   26-35ys      5 ['web', 'email']         20
## 5307       2015-09-30  54000   26-35ys      5 ['web', 'email']         20
## 5308       2013-11-22  34000   76-85ys      5 ['web', 'email']         20
## 5309       2016-12-26 118000   46-55ys      5 ['web', 'email']         20
## 5310       2017-04-12  39000   56-65ys      5 ['web', 'email']         20
## 5311       2018-02-21  89000   46-55ys      5 ['web', 'email']         20
## 5312       2018-04-17  41000   36-45ys      5 ['web', 'email']         20
## 5313       2018-01-29  41000    > 86ys      5 ['web', 'email']         20
## 5314       2016-05-26  72000   66-75ys      5 ['web', 'email']         20
## 5315       2017-12-23  34000   56-65ys      5 ['web', 'email']         20
## 5316       2017-01-31  75000   46-55ys      5 ['web', 'email']         20
## 5317       2018-02-10  49000   56-65ys      5 ['web', 'email']         20
## 5318       2018-02-11  73000   18-25ys      5 ['web', 'email']         20
## 5319       2016-02-11  45000   18-25ys      5 ['web', 'email']         20
## 5320       2015-09-30  54000   26-35ys      5 ['web', 'email']         20
## 5321       2018-02-08  90000   66-75ys      5 ['web', 'email']         20
## 5322       2017-08-11  35000   46-55ys      5 ['web', 'email']         20
## 5323       2017-01-01  55000   36-45ys      5 ['web', 'email']         20
## 5324       2018-01-11  49000   46-55ys      5 ['web', 'email']         20
## 5325       2018-02-07  70000   56-65ys      5 ['web', 'email']         20
## 5326       2016-11-07  75000   66-75ys      5 ['web', 'email']         20
## 5327       2017-12-16  49000   36-45ys      5 ['web', 'email']         20
## 5328       2017-07-31 113000   56-65ys      5 ['web', 'email']         20
## 5329       2016-08-04 114000   56-65ys      5 ['web', 'email']         20
## 5330       2017-08-01  76000   46-55ys      5 ['web', 'email']         20
## 5331       2018-07-24  85000   56-65ys      5 ['web', 'email']         20
## 5332       2015-02-18  69000   36-45ys      5 ['web', 'email']         20
## 5333       2017-11-21  85000   66-75ys      5 ['web', 'email']         20
## 5334       2017-04-06  67000   36-45ys      5 ['web', 'email']         20
## 5335       2018-02-25  92000   56-65ys      5 ['web', 'email']         20
## 5336       2017-07-23  40000   56-65ys      5 ['web', 'email']         20
## 5337       2018-07-07  41000   46-55ys      5 ['web', 'email']         20
## 5338       2017-10-09  59000   56-65ys      5 ['web', 'email']         20
## 5339       2017-03-23  95000   76-85ys      5 ['web', 'email']         20
## 5340       2016-04-13  75000   26-35ys      5 ['web', 'email']         20
## 5341       2016-05-07  57000   36-45ys      5 ['web', 'email']         20
## 5342       2016-04-13  75000   26-35ys      5 ['web', 'email']         20
## 5343       2016-08-05  87000   76-85ys      5 ['web', 'email']         20
## 5344       2016-01-01  79000   46-55ys      5 ['web', 'email']         20
## 5345       2016-07-04 100000   46-55ys      5 ['web', 'email']         20
## 5346       2017-10-06  34000   26-35ys      5 ['web', 'email']         20
## 5347       2015-09-20  54000   26-35ys      5 ['web', 'email']         20
## 5348       2018-02-26  35000   56-65ys      5 ['web', 'email']         20
## 5349       2016-03-23  60000   46-55ys      5 ['web', 'email']         20
## 5350       2017-08-01  76000   46-55ys      5 ['web', 'email']         20
## 5351       2017-11-10  79000   76-85ys      5 ['web', 'email']         20
## 5352       2016-10-17  69000   46-55ys      5 ['web', 'email']         20
## 5353       2016-07-17  54000   66-75ys      5 ['web', 'email']         20
## 5354       2017-05-11  50000   36-45ys      5 ['web', 'email']         20
## 5355       2016-09-29  66000   46-55ys      5 ['web', 'email']         20
## 5356       2017-02-18  90000    > 86ys      5 ['web', 'email']         20
## 5357       2015-10-10  56000   66-75ys      5 ['web', 'email']         20
## 5358       2013-09-06  52000   18-25ys      5 ['web', 'email']         20
## 5359       2018-05-14  89000   76-85ys      5 ['web', 'email']         20
## 5360       2017-03-11  68000   66-75ys      5 ['web', 'email']         20
## 5361       2017-10-25  40000   46-55ys      5 ['web', 'email']         20
## 5362       2017-11-06 103000   46-55ys      5 ['web', 'email']         20
## 5363       2018-07-18  59000   26-35ys      5 ['web', 'email']         20
## 5364       2017-10-29 120000   56-65ys      5 ['web', 'email']         20
## 5365       2015-12-30  83000   46-55ys      5 ['web', 'email']         20
## 5366       2018-04-01  79000   76-85ys      5 ['web', 'email']         20
## 5367       2016-09-29  66000   46-55ys      5 ['web', 'email']         20
## 5368       2015-08-30  61000   66-75ys      5 ['web', 'email']         20
## 5369       2017-09-19  71000   46-55ys      5 ['web', 'email']         20
## 5370       2016-05-22  81000   56-65ys      5 ['web', 'email']         20
## 5371       2018-02-28  61000   26-35ys      5 ['web', 'email']         20
## 5372       2017-12-10  72000   36-45ys      5 ['web', 'email']         20
## 5373       2018-01-19  45000   26-35ys      5 ['web', 'email']         20
## 5374       2015-09-17  52000   56-65ys      5 ['web', 'email']         20
## 5375       2017-09-10  52000   26-35ys      5 ['web', 'email']         20
## 5376       2018-04-25  30000   36-45ys      5 ['web', 'email']         20
## 5377       2016-02-17  84000   46-55ys      5 ['web', 'email']         20
## 5378       2015-08-01  33000   26-35ys      5 ['web', 'email']         20
## 5379       2016-12-21  99000   36-45ys      5 ['web', 'email']         20
## 5380       2018-05-17  74000    > 86ys      5 ['web', 'email']         20
## 5381       2015-08-11  41000   76-85ys      5 ['web', 'email']         20
## 5382       2016-12-21  99000   36-45ys      5 ['web', 'email']         20
## 5383       2017-03-25  35000   56-65ys      5 ['web', 'email']         20
## 5384       2016-06-18  88000   66-75ys      5 ['web', 'email']         20
## 5385       2015-12-14 109000   56-65ys      5 ['web', 'email']         20
## 5386       2014-11-26  92000   66-75ys      5 ['web', 'email']         20
## 5387       2013-09-16  59000   26-35ys      5 ['web', 'email']         20
## 5388       2016-05-03  96000   66-75ys      5 ['web', 'email']         20
## 5389       2016-09-12  50000   66-75ys      5 ['web', 'email']         20
## 5390       2017-12-22  54000   56-65ys      5 ['web', 'email']         20
## 5391       2016-02-20  92000   66-75ys      5 ['web', 'email']         20
## 5392       2015-04-05  36000   46-55ys      5 ['web', 'email']         20
## 5393       2017-11-21  73000   36-45ys      5 ['web', 'email']         20
## 5394       2018-01-08  69000   66-75ys      5 ['web', 'email']         20
## 5395       2016-06-04  81000   76-85ys      5 ['web', 'email']         20
## 5396       2017-10-19 109000   66-75ys      5 ['web', 'email']         20
## 5397       2017-12-22  54000   56-65ys      5 ['web', 'email']         20
## 5398       2017-11-21  73000   36-45ys      5 ['web', 'email']         20
## 5399       2018-03-13  50000   66-75ys      5 ['web', 'email']         20
## 5400       2015-04-07  70000   36-45ys      5 ['web', 'email']         20
## 5401       2017-10-28  40000   46-55ys      5 ['web', 'email']         20
## 5402       2016-07-13  83000   56-65ys      5 ['web', 'email']         20
## 5403       2017-09-27  56000   76-85ys      5 ['web', 'email']         20
## 5404       2016-06-14  78000   76-85ys      5 ['web', 'email']         20
## 5405       2017-02-19  76000   56-65ys      5 ['web', 'email']         20
## 5406       2016-08-07  73000   46-55ys      5 ['web', 'email']         20
## 5407       2017-08-01  58000   46-55ys      5 ['web', 'email']         20
## 5408       2018-06-02  35000   76-85ys      5 ['web', 'email']         20
## 5409       2017-02-06  39000   46-55ys      5 ['web', 'email']         20
## 5410       2017-10-23  67000   66-75ys      5 ['web', 'email']         20
## 5411       2017-08-19  51000   36-45ys      5 ['web', 'email']         20
## 5412       2017-09-13  59000   56-65ys      5 ['web', 'email']         20
## 5413       2017-11-02  35000   46-55ys      5 ['web', 'email']         20
## 5414       2015-12-24  87000   76-85ys      5 ['web', 'email']         20
## 5415       2017-10-22  41000   46-55ys      5 ['web', 'email']         20
## 5416       2017-10-03  96000   66-75ys      5 ['web', 'email']         20
## 5417       2014-12-20  44000   46-55ys      5 ['web', 'email']         20
## 5418       2017-07-17 110000   66-75ys      5 ['web', 'email']         20
## 5419       2017-12-27  66000   46-55ys      5 ['web', 'email']         20
## 5420       2017-09-14  36000   36-45ys      5 ['web', 'email']         20
## 5421       2015-08-29  93000   56-65ys      5 ['web', 'email']         20
## 5422       2017-06-26  52000   46-55ys      5 ['web', 'email']         20
## 5423       2018-03-24  71000   66-75ys      5 ['web', 'email']         20
## 5424       2018-07-26  74000   36-45ys      5 ['web', 'email']         20
## 5425       2018-07-08  61000   26-35ys      5 ['web', 'email']         20
## 5426       2018-05-31  42000   56-65ys      5 ['web', 'email']         20
## 5427       2017-08-12  78000   56-65ys      5 ['web', 'email']         20
## 5428       2015-10-18  93000   46-55ys      5 ['web', 'email']         20
## 5429       2014-11-01  59000   36-45ys      5 ['web', 'email']         20
## 5430       2018-04-29  81000   56-65ys      5 ['web', 'email']         20
## 5431       2017-09-16  96000   56-65ys      5 ['web', 'email']         20
## 5432       2015-08-06  55000   56-65ys      5 ['web', 'email']         20
## 5433       2017-12-26  30000   46-55ys      5 ['web', 'email']         20
## 5434       2014-11-11  91000   46-55ys      5 ['web', 'email']         20
## 5435       2017-12-08  50000   36-45ys      5 ['web', 'email']         20
## 5436       2017-09-21  40000   66-75ys      5 ['web', 'email']         20
## 5437       2018-01-31  53000   76-85ys      5 ['web', 'email']         20
## 5438       2017-08-08  82000   46-55ys      5 ['web', 'email']         20
## 5439       2017-12-27  60000   56-65ys      5 ['web', 'email']         20
## 5440       2015-08-15  78000   56-65ys      5 ['web', 'email']         20
## 5441       2017-11-06  35000   46-55ys      5 ['web', 'email']         20
## 5442       2014-11-11  91000   46-55ys      5 ['web', 'email']         20
## 5443       2016-10-24  76000   66-75ys      5 ['web', 'email']         20
## 5444       2018-02-24  62000   56-65ys      5 ['web', 'email']         20
## 5445       2017-06-04 101000   76-85ys      5 ['web', 'email']         20
## 5446       2017-12-09  94000   46-55ys      5 ['web', 'email']         20
## 5447       2018-02-18  50000   56-65ys      5 ['web', 'email']         20
## 5448       2017-01-03  89000   46-55ys      5 ['web', 'email']         20
## 5449       2017-12-05  90000   46-55ys      5 ['web', 'email']         20
## 5450       2016-06-09  69000   46-55ys      5 ['web', 'email']         20
## 5451       2017-09-05  98000   46-55ys      5 ['web', 'email']         20
## 5452       2016-02-23  87000   76-85ys      5 ['web', 'email']         20
## 5453       2017-12-05  81000   76-85ys      5 ['web', 'email']         20
## 5454       2017-10-08  95000   56-65ys      5 ['web', 'email']         20
## 5455       2018-03-17  70000   56-65ys      5 ['web', 'email']         20
## 5456       2018-03-16  52000   26-35ys      5 ['web', 'email']         20
## 5457       2017-03-16  85000   46-55ys      5 ['web', 'email']         20
## 5458       2016-04-29  68000   46-55ys      5 ['web', 'email']         20
## 5459       2017-12-01  53000   36-45ys      5 ['web', 'email']         20
## 5460       2018-04-30  31000   46-55ys      5 ['web', 'email']         20
## 5461       2016-11-11  56000   36-45ys      5 ['web', 'email']         20
## 5462       2018-04-11  65000   56-65ys      5 ['web', 'email']         20
## 5463       2017-09-29  37000   46-55ys      5 ['web', 'email']         20
## 5464       2017-07-27  73000   46-55ys      5 ['web', 'email']         20
## 5465       2018-06-02  56000   56-65ys      5 ['web', 'email']         20
## 5466       2015-05-01  47000   26-35ys      5 ['web', 'email']         20
## 5467       2016-01-16  86000   56-65ys      5 ['web', 'email']         20
## 5468       2017-10-19  72000   36-45ys      5 ['web', 'email']         20
## 5469       2017-08-16  46000   18-25ys      5 ['web', 'email']         20
## 5470       2016-04-25  58000   46-55ys      5 ['web', 'email']         20
## 5471       2017-10-04  67000   56-65ys      5 ['web', 'email']         20
## 5472       2014-05-14  40000   66-75ys      5 ['web', 'email']         20
## 5473       2018-03-03  66000   66-75ys      5 ['web', 'email']         20
## 5474       2018-01-31  94000   46-55ys      5 ['web', 'email']         20
## 5475       2017-11-23  49000   36-45ys      5 ['web', 'email']         20
## 5476       2017-12-14  30000   36-45ys      5 ['web', 'email']         20
## 5477       2017-11-26  50000   56-65ys      5 ['web', 'email']         20
## 5478       2017-12-12  82000   76-85ys      5 ['web', 'email']         20
## 5479       2016-07-27  87000   56-65ys      5 ['web', 'email']         20
## 5480       2018-02-23  54000   56-65ys      5 ['web', 'email']         20
## 5481       2015-06-27  34000   18-25ys      5 ['web', 'email']         20
## 5482       2018-03-25  70000   66-75ys      5 ['web', 'email']         20
## 5483       2016-03-30  76000   56-65ys      5 ['web', 'email']         20
## 5484       2018-07-16  70000   26-35ys      5 ['web', 'email']         20
## 5485       2015-10-08  43000   18-25ys      5 ['web', 'email']         20
## 5486       2016-07-23  95000   56-65ys      5 ['web', 'email']         20
## 5487       2018-07-16  70000   26-35ys      5 ['web', 'email']         20
## 5488       2018-05-06  62000   36-45ys      5 ['web', 'email']         20
## 5489       2016-11-30  41000   46-55ys      5 ['web', 'email']         20
## 5490       2014-02-03  92000   66-75ys      5 ['web', 'email']         20
## 5491       2017-12-14 102000   46-55ys      5 ['web', 'email']         20
## 5492       2018-02-20 104000   66-75ys      5 ['web', 'email']         20
## 5493       2018-07-26  65000   46-55ys      5 ['web', 'email']         20
## 5494       2014-02-11  37000   46-55ys      5 ['web', 'email']         20
## 5495       2014-02-13  44000   26-35ys      5 ['web', 'email']         20
## 5496       2017-04-18  69000   26-35ys      5 ['web', 'email']         20
## 5497       2016-03-16  89000   66-75ys      5 ['web', 'email']         20
## 5498       2017-10-06  69000   26-35ys      5 ['web', 'email']         20
## 5499       2018-06-28  88000   56-65ys      5 ['web', 'email']         20
## 5500       2015-02-19  63000   46-55ys      5 ['web', 'email']         20
## 5501       2017-11-20  74000   46-55ys      5 ['web', 'email']         20
## 5502       2017-12-25  51000   46-55ys      5 ['web', 'email']         20
## 5503       2017-10-06  69000   26-35ys      5 ['web', 'email']         20
## 5504       2017-12-17  68000   26-35ys      5 ['web', 'email']         20
## 5505       2018-07-05  36000   36-45ys      5 ['web', 'email']         20
## 5506       2016-03-16  89000   66-75ys      5 ['web', 'email']         20
## 5507       2018-06-04  64000   66-75ys      5 ['web', 'email']         20
## 5508       2015-03-30  61000   46-55ys      5 ['web', 'email']         20
## 5509       2016-06-26  69000   18-25ys      5 ['web', 'email']         20
## 5510       2017-08-06  30000   26-35ys      5 ['web', 'email']         20
## 5511       2018-06-04  64000   66-75ys      5 ['web', 'email']         20
## 5512       2017-07-20  65000   56-65ys      5 ['web', 'email']         20
## 5513       2017-08-10 110000   76-85ys      5 ['web', 'email']         20
## 5514       2018-01-29  80000   56-65ys      5 ['web', 'email']         20
## 5515       2016-10-30  41000    > 86ys      5 ['web', 'email']         20
## 5516       2017-10-15  47000   56-65ys      5 ['web', 'email']         20
## 5517       2016-07-12  34000   46-55ys      5 ['web', 'email']         20
## 5518       2015-10-11  52000   66-75ys      5 ['web', 'email']         20
## 5519       2018-05-03  93000   76-85ys      5 ['web', 'email']         20
## 5520       2017-09-10  30000   76-85ys      5 ['web', 'email']         20
## 5521       2016-04-09  51000   56-65ys      5 ['web', 'email']         20
## 5522       2017-09-13  73000   56-65ys      5 ['web', 'email']         20
## 5523       2017-09-16  78000   36-45ys      5 ['web', 'email']         20
## 5524       2016-04-09  51000   56-65ys      5 ['web', 'email']         20
## 5525       2016-11-29  87000   66-75ys      5 ['web', 'email']         20
## 5526       2018-07-17  40000   26-35ys      5 ['web', 'email']         20
## 5527       2017-12-31  45000   36-45ys      5 ['web', 'email']         20
## 5528       2018-01-02  50000   46-55ys      5 ['web', 'email']         20
## 5529       2015-09-27  61000   18-25ys      5 ['web', 'email']         20
## 5530       2018-03-25  91000   46-55ys      5 ['web', 'email']         20
## 5531       2017-07-09  64000   36-45ys      5 ['web', 'email']         20
## 5532       2017-06-06 109000   56-65ys      5 ['web', 'email']         20
## 5533       2017-12-14  72000   56-65ys      5 ['web', 'email']         20
## 5534       2017-11-29  70000   26-35ys      5 ['web', 'email']         20
## 5535       2017-09-22  71000   46-55ys      5 ['web', 'email']         20
## 5536       2014-06-11  76000   46-55ys      5 ['web', 'email']         20
## 5537       2015-12-20  97000   66-75ys      5 ['web', 'email']         20
## 5538       2018-01-13  42000   36-45ys      5 ['web', 'email']         20
## 5539       2017-11-06  67000   56-65ys      5 ['web', 'email']         20
## 5540       2016-01-03 104000   56-65ys      5 ['web', 'email']         20
## 5541       2017-01-17  43000   46-55ys      5 ['web', 'email']         20
## 5542       2018-05-28  77000   76-85ys      5 ['web', 'email']         20
## 5543       2015-08-23  56000   46-55ys      5 ['web', 'email']         20
## 5544       2018-01-02  50000   46-55ys      5 ['web', 'email']         20
## 5545       2015-12-11  63000    > 86ys      5 ['web', 'email']         20
## 5546       2016-08-04 103000   46-55ys      5 ['web', 'email']         20
## 5547       2016-05-25  63000   56-65ys      5 ['web', 'email']         20
## 5548       2017-02-11  82000   46-55ys      5 ['web', 'email']         20
## 5549       2017-02-16  30000   46-55ys      5 ['web', 'email']         20
## 5550       2016-02-17  57000   26-35ys      5 ['web', 'email']         20
## 5551       2017-09-30  37000   66-75ys      5 ['web', 'email']         20
## 5552       2017-10-29  92000   46-55ys      5 ['web', 'email']         20
## 5553       2018-01-03  40000   26-35ys      5 ['web', 'email']         20
## 5554       2015-02-27  43000   26-35ys      5 ['web', 'email']         20
## 5555       2018-07-12  87000   66-75ys      5 ['web', 'email']         20
## 5556       2015-03-04  32000   66-75ys      5 ['web', 'email']         20
## 5557       2016-05-25  63000   56-65ys      5 ['web', 'email']         20
## 5558       2016-08-12  68000   56-65ys      5 ['web', 'email']         20
## 5559       2016-07-19  95000   36-45ys      5 ['web', 'email']         20
## 5560       2017-12-28  76000   36-45ys      5 ['web', 'email']         20
## 5561       2015-04-17  52000   66-75ys      5 ['web', 'email']         20
## 5562       2014-05-26  75000   46-55ys      5 ['web', 'email']         20
## 5563       2014-12-30  41000   66-75ys      5 ['web', 'email']         20
## 5564       2017-08-27  61000   76-85ys      5 ['web', 'email']         20
## 5565       2018-03-17  41000   26-35ys      5 ['web', 'email']         20
## 5566       2017-10-08  57000   66-75ys      5 ['web', 'email']         20
## 5567       2016-03-25  51000   56-65ys      5 ['web', 'email']         20
## 5568       2017-12-17 115000   46-55ys      5 ['web', 'email']         20
## 5569       2017-11-29  87000   56-65ys      5 ['web', 'email']         20
## 5570       2016-04-01  72000   36-45ys      5 ['web', 'email']         20
## 5571       2016-06-10  35000   26-35ys      5 ['web', 'email']         20
## 5572       2017-12-09  33000   76-85ys      5 ['web', 'email']         20
## 5573       2014-11-03  69000   26-35ys      5 ['web', 'email']         20
## 5574       2018-01-25  55000   46-55ys      5 ['web', 'email']         20
## 5575       2017-10-23  63000   18-25ys      5 ['web', 'email']         20
## 5576       2018-01-16  50000   26-35ys      5 ['web', 'email']         20
## 5577       2017-12-09  33000   76-85ys      5 ['web', 'email']         20
## 5578       2017-10-01 101000   66-75ys      5 ['web', 'email']         20
## 5579       2018-02-02  67000   18-25ys      5 ['web', 'email']         20
## 5580       2017-10-31  86000   36-45ys      5 ['web', 'email']         20
## 5581       2013-09-02  45000   56-65ys      5 ['web', 'email']         20
## 5582       2018-06-02  96000   56-65ys      5 ['web', 'email']         20
## 5583       2016-10-17  69000   36-45ys      5 ['web', 'email']         20
## 5584       2016-10-11  75000   46-55ys      5 ['web', 'email']         20
## 5585       2016-01-06  59000   66-75ys      5 ['web', 'email']         20
## 5586       2017-02-01  48000   18-25ys      5 ['web', 'email']         20
## 5587       2018-02-02  67000   18-25ys      5 ['web', 'email']         20
## 5588       2017-09-09  71000   56-65ys      5 ['web', 'email']         20
## 5589       2017-07-20 118000   46-55ys      5 ['web', 'email']         20
## 5590       2015-10-14  86000   46-55ys      5 ['web', 'email']         20
## 5591       2016-04-03  85000   76-85ys      5 ['web', 'email']         20
## 5592       2017-07-20 118000   46-55ys      5 ['web', 'email']         20
## 5593       2017-07-27  52000   56-65ys      5 ['web', 'email']         20
## 5594       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 5595       2017-09-21  36000   46-55ys      5 ['web', 'email']         20
## 5596       2018-01-16  76000   46-55ys      5 ['web', 'email']         20
## 5597       2015-10-14  86000   46-55ys      5 ['web', 'email']         20
## 5598       2015-07-30  60000   66-75ys      5 ['web', 'email']         20
## 5599       2017-08-06  39000    > 86ys      5 ['web', 'email']         20
## 5600       2015-09-06  85000   56-65ys      5 ['web', 'email']         20
## 5601       2016-08-13  94000   46-55ys      5 ['web', 'email']         20
## 5602       2018-05-24  65000   76-85ys      5 ['web', 'email']         20
## 5603       2016-05-17  73000   56-65ys      5 ['web', 'email']         20
## 5604       2017-10-24  98000   46-55ys      5 ['web', 'email']         20
## 5605       2017-01-19  95000   56-65ys      5 ['web', 'email']         20
## 5606       2018-05-27  68000   18-25ys      5 ['web', 'email']         20
## 5607       2018-07-14  43000   26-35ys      5 ['web', 'email']         20
## 5608       2017-09-26  89000   56-65ys      5 ['web', 'email']         20
## 5609       2018-06-30  46000   18-25ys      5 ['web', 'email']         20
## 5610       2018-07-04  42000   46-55ys      5 ['web', 'email']         20
## 5611       2018-07-05  72000   18-25ys      5 ['web', 'email']         20
## 5612       2017-08-01  38000   56-65ys      5 ['web', 'email']         20
## 5613       2017-02-14  55000   46-55ys      5 ['web', 'email']         20
## 5614       2016-02-15 100000   56-65ys      5 ['web', 'email']         20
## 5615       2016-02-29  39000    > 86ys      5 ['web', 'email']         20
## 5616       2016-01-31  90000   66-75ys      5 ['web', 'email']         20
## 5617       2016-05-15  51000   56-65ys      5 ['web', 'email']         20
## 5618       2016-07-30  64000   56-65ys      5 ['web', 'email']         20
## 5619       2018-07-13 107000   56-65ys      5 ['web', 'email']         20
## 5620       2016-11-30  70000   18-25ys      5 ['web', 'email']         20
## 5621       2017-10-12  65000    > 86ys      5 ['web', 'email']         20
## 5622       2015-10-10  86000   56-65ys      5 ['web', 'email']         20
## 5623       2015-01-28  60000   56-65ys      5 ['web', 'email']         20
## 5624       2016-10-27  89000   56-65ys      5 ['web', 'email']         20
## 5625       2017-09-13  32000   36-45ys      5 ['web', 'email']         20
## 5626       2017-10-23  40000   26-35ys      5 ['web', 'email']         20
## 5627       2016-09-20  64000   66-75ys      5 ['web', 'email']         20
## 5628       2015-09-10  35000   56-65ys      5 ['web', 'email']         20
## 5629       2015-04-04  66000   56-65ys      5 ['web', 'email']         20
## 5630       2018-01-11  39000   66-75ys      5 ['web', 'email']         20
## 5631       2017-12-06  78000   66-75ys      5 ['web', 'email']         20
## 5632       2017-05-08  99000   56-65ys      5 ['web', 'email']         20
## 5633       2015-12-14  70000   36-45ys      5 ['web', 'email']         20
## 5634       2017-08-13  75000   56-65ys      5 ['web', 'email']         20
## 5635       2013-09-21  66000   36-45ys      5 ['web', 'email']         20
## 5636       2015-01-13  74000    > 86ys      5 ['web', 'email']         20
## 5637       2017-12-28  56000   26-35ys      5 ['web', 'email']         20
## 5638       2015-10-19  61000   56-65ys      5 ['web', 'email']         20
## 5639       2017-11-10  54000   76-85ys      5 ['web', 'email']         20
## 5640       2018-01-27  66000   56-65ys      5 ['web', 'email']         20
## 5641       2017-02-14  57000   66-75ys      5 ['web', 'email']         20
## 5642       2016-10-30  52000   18-25ys      5 ['web', 'email']         20
## 5643       2016-08-08  60000   56-65ys      5 ['web', 'email']         20
## 5644       2018-05-28  43000   26-35ys      5 ['web', 'email']         20
## 5645       2017-08-15  82000   56-65ys      5 ['web', 'email']         20
## 5646       2018-06-21  80000   66-75ys      5 ['web', 'email']         20
## 5647       2018-01-23  56000   46-55ys      5 ['web', 'email']         20
## 5648       2018-02-28  54000   18-25ys      5 ['web', 'email']         20
## 5649       2017-10-09  32000   36-45ys      5 ['web', 'email']         20
## 5650       2017-06-13  71000   56-65ys      5 ['web', 'email']         20
## 5651       2016-05-24  72000   76-85ys      5 ['web', 'email']         20
## 5652       2017-06-13  71000   56-65ys      5 ['web', 'email']         20
## 5653       2018-02-12 106000   66-75ys      5 ['web', 'email']         20
## 5654       2017-09-27  88000   56-65ys      5 ['web', 'email']         20
## 5655       2015-10-19  61000   56-65ys      5 ['web', 'email']         20
## 5656       2013-11-10  66000   46-55ys      5 ['web', 'email']         20
## 5657       2016-08-17  36000   36-45ys      5 ['web', 'email']         20
## 5658       2018-04-24  32000   66-75ys      5 ['web', 'email']         20
## 5659       2016-10-10  61000   56-65ys      5 ['web', 'email']         20
## 5660       2017-10-25  53000    > 86ys      5 ['web', 'email']         20
## 5661       2015-08-23  38000   76-85ys      5 ['web', 'email']         20
## 5662       2017-04-30  84000   66-75ys      5 ['web', 'email']         20
## 5663       2017-07-17  76000   46-55ys      5 ['web', 'email']         20
## 5664       2017-11-14  56000   46-55ys      5 ['web', 'email']         20
## 5665       2018-01-15  83000   56-65ys      5 ['web', 'email']         20
## 5666       2017-08-07  34000   46-55ys      5 ['web', 'email']         20
## 5667       2015-03-05  92000   46-55ys      5 ['web', 'email']         20
## 5668       2016-04-07  35000    > 86ys      5 ['web', 'email']         20
## 5669       2015-12-25 112000   66-75ys      5 ['web', 'email']         20
## 5670       2017-10-25  58000   26-35ys      5 ['web', 'email']         20
## 5671       2017-04-21  51000   26-35ys      5 ['web', 'email']         20
## 5672       2017-03-07 105000   56-65ys      5 ['web', 'email']         20
## 5673       2015-10-17  34000   66-75ys      5 ['web', 'email']         20
## 5674       2014-07-25  61000   56-65ys      5 ['web', 'email']         20
## 5675       2017-02-13  92000   56-65ys      5 ['web', 'email']         20
## 5676       2013-08-22  98000   56-65ys      5 ['web', 'email']         20
## 5677       2018-03-23  45000   18-25ys      5 ['web', 'email']         20
## 5678       2017-02-15 105000    > 86ys      5 ['web', 'email']         20
## 5679       2017-12-15  34000   56-65ys      5 ['web', 'email']         20
## 5680       2018-07-16 102000    > 86ys      5 ['web', 'email']         20
## 5681       2014-04-23  43000   56-65ys      5 ['web', 'email']         20
## 5682       2016-07-25  57000    > 86ys      5 ['web', 'email']         20
## 5683       2017-07-04  42000   36-45ys      5 ['web', 'email']         20
## 5684       2018-05-16  72000   76-85ys      5 ['web', 'email']         20
## 5685       2016-08-17  47000   56-65ys      5 ['web', 'email']         20
## 5686       2016-10-25  41000    > 86ys      5 ['web', 'email']         20
## 5687       2016-07-25  57000    > 86ys      5 ['web', 'email']         20
## 5688       2017-09-02  85000   46-55ys      5 ['web', 'email']         20
## 5689       2017-12-13  67000    > 86ys      5 ['web', 'email']         20
## 5690       2018-01-02  88000   56-65ys      5 ['web', 'email']         20
## 5691       2017-08-27  58000   36-45ys      5 ['web', 'email']         20
## 5692       2017-12-13  67000    > 86ys      5 ['web', 'email']         20
## 5693       2016-09-16  64000   26-35ys      5 ['web', 'email']         20
## 5694       2017-10-23  40000   56-65ys      5 ['web', 'email']         20
## 5695       2015-08-30 108000   66-75ys      5 ['web', 'email']         20
## 5696       2014-08-28  82000   56-65ys      5 ['web', 'email']         20
## 5697       2017-09-07  30000   18-25ys      5 ['web', 'email']         20
## 5698       2016-12-18  85000   66-75ys      5 ['web', 'email']         20
## 5699       2017-11-02  89000   36-45ys      5 ['web', 'email']         20
## 5700       2015-12-19  69000   56-65ys      5 ['web', 'email']         20
## 5701       2015-12-13  67000   46-55ys      5 ['web', 'email']         20
## 5702       2016-09-16  64000   26-35ys      5 ['web', 'email']         20
## 5703       2016-11-06 108000   56-65ys      5 ['web', 'email']         20
## 5704       2017-11-29  58000   46-55ys      5 ['web', 'email']         20
## 5705       2017-05-08 100000   46-55ys      5 ['web', 'email']         20
## 5706       2018-07-11  93000   36-45ys      5 ['web', 'email']         20
## 5707       2017-12-25  50000   26-35ys      5 ['web', 'email']         20
## 5708       2017-04-25  35000   46-55ys      5 ['web', 'email']         20
## 5709       2016-01-19  37000   26-35ys      5 ['web', 'email']         20
## 5710       2017-11-10  79000   76-85ys      5 ['web', 'email']         20
## 5711       2017-04-13  64000   46-55ys      5 ['web', 'email']         20
## 5712       2017-11-10  79000   76-85ys      5 ['web', 'email']         20
## 5713       2016-10-17  69000   46-55ys      5 ['web', 'email']         20
## 5714       2015-11-01  51000   66-75ys      5 ['web', 'email']         20
## 5715       2016-07-24  42000   56-65ys      5 ['web', 'email']         20
## 5716       2018-01-25  70000   56-65ys      5 ['web', 'email']         20
## 5717       2017-09-11  81000   46-55ys      5 ['web', 'email']         20
## 5718       2015-12-14  83000   46-55ys      5 ['web', 'email']         20
## 5719       2017-09-20  73000   26-35ys      5 ['web', 'email']         20
## 5720       2017-10-11  31000   76-85ys      5 ['web', 'email']         20
## 5721       2016-07-08  79000   56-65ys      5 ['web', 'email']         20
## 5722       2018-05-16  53000   76-85ys      5 ['web', 'email']         20
## 5723       2016-03-17  54000   56-65ys      5 ['web', 'email']         20
## 5724       2017-03-17 109000   66-75ys      5 ['web', 'email']         20
## 5725       2017-07-15  69000   56-65ys      5 ['web', 'email']         20
## 5726       2016-07-11  30000   18-25ys      5 ['web', 'email']         20
## 5727       2018-07-25  55000   56-65ys      5 ['web', 'email']         20
## 5728       2017-08-25  35000   56-65ys      5 ['web', 'email']         20
## 5729       2013-10-26  73000   46-55ys      5 ['web', 'email']         20
## 5730       2018-05-16  53000   76-85ys      5 ['web', 'email']         20
## 5731       2018-01-23  55000   56-65ys      5 ['web', 'email']         20
## 5732       2016-07-26  55000   66-75ys      5 ['web', 'email']         20
## 5733       2018-05-02  84000    > 86ys      5 ['web', 'email']         20
## 5734       2016-12-01  63000   56-65ys      5 ['web', 'email']         20
## 5735       2015-10-21  57000   76-85ys      5 ['web', 'email']         20
## 5736       2016-02-15 103000   56-65ys      5 ['web', 'email']         20
## 5737       2016-08-21  80000   46-55ys      5 ['web', 'email']         20
## 5738       2014-07-19  56000   56-65ys      5 ['web', 'email']         20
## 5739       2015-08-31  64000   66-75ys      5 ['web', 'email']         20
## 5740       2016-03-16  79000   56-65ys      5 ['web', 'email']         20
## 5741       2016-07-25  76000   56-65ys      5 ['web', 'email']         20
## 5742       2018-04-21  33000   18-25ys      5 ['web', 'email']         20
## 5743       2018-05-17  30000   36-45ys      5 ['web', 'email']         20
## 5744       2018-06-29  36000   56-65ys      5 ['web', 'email']         20
## 5745       2017-08-27  93000   56-65ys      5 ['web', 'email']         20
## 5746       2016-04-06  95000   66-75ys      5 ['web', 'email']         20
## 5747       2017-12-15  49000   36-45ys      5 ['web', 'email']         20
## 5748       2016-09-03  59000   56-65ys      5 ['web', 'email']         20
## 5749       2017-10-23  54000   76-85ys      5 ['web', 'email']         20
## 5750       2016-07-04 112000   56-65ys      5 ['web', 'email']         20
## 5751       2017-03-16  84000    > 86ys      5 ['web', 'email']         20
## 5752       2016-04-06  95000   66-75ys      5 ['web', 'email']         20
## 5753       2016-03-16  79000   56-65ys      5 ['web', 'email']         20
## 5754       2017-12-30 105000   66-75ys      5 ['web', 'email']         20
## 5755       2018-07-07  56000   46-55ys      5 ['web', 'email']         20
## 5756       2015-05-20  38000   66-75ys      5 ['web', 'email']         20
## 5757       2016-06-03  55000   46-55ys      5 ['web', 'email']         20
## 5758       2018-03-13  51000   18-25ys      5 ['web', 'email']         20
## 5759       2016-09-29  81000   56-65ys      5 ['web', 'email']         20
## 5760       2016-12-22  72000   46-55ys      5 ['web', 'email']         20
## 5761       2017-06-27  40000   26-35ys      5 ['web', 'email']         20
## 5762       2016-01-24  40000   76-85ys      5 ['web', 'email']         20
## 5763       2015-12-29  68000   66-75ys      5 ['web', 'email']         20
## 5764       2017-08-27  93000   56-65ys      5 ['web', 'email']         20
## 5765       2018-03-30  96000    > 86ys      5 ['web', 'email']         20
## 5766       2016-10-01  74000   76-85ys      5 ['web', 'email']         20
## 5767       2016-06-15  61000   36-45ys      5 ['web', 'email']         20
## 5768       2017-11-30  61000   36-45ys      5 ['web', 'email']         20
## 5769       2017-11-13  50000   36-45ys      5 ['web', 'email']         20
## 5770       2017-08-12  62000   56-65ys      5 ['web', 'email']         20
## 5771       2017-02-09  54000   46-55ys      5 ['web', 'email']         20
## 5772       2017-06-27  40000   26-35ys      5 ['web', 'email']         20
## 5773       2017-11-12  60000   36-45ys      5 ['web', 'email']         20
## 5774       2016-04-12  66000   36-45ys      5 ['web', 'email']         20
## 5775       2018-06-13  72000   36-45ys      5 ['web', 'email']         20
## 5776       2013-08-03  66000   76-85ys      5 ['web', 'email']         20
## 5777       2018-07-05  38000   76-85ys      5 ['web', 'email']         20
## 5778       2017-11-09  76000   46-55ys      5 ['web', 'email']         20
## 5779       2016-10-25  94000   56-65ys      5 ['web', 'email']         20
## 5780       2015-08-03 102000   66-75ys      5 ['web', 'email']         20
## 5781       2017-01-12 103000   66-75ys      5 ['web', 'email']         20
## 5782       2017-09-01  35000   18-25ys      5 ['web', 'email']         20
## 5783       2016-02-08  77000   76-85ys      5 ['web', 'email']         20
## 5784       2018-04-05  58000   56-65ys      5 ['web', 'email']         20
## 5785       2015-05-26  99000    > 86ys      5 ['web', 'email']         20
## 5786       2017-08-15  86000   66-75ys      5 ['web', 'email']         20
## 5787       2017-08-12  78000   56-65ys      5 ['web', 'email']         20
## 5788       2017-06-07  90000   36-45ys      5 ['web', 'email']         20
## 5789       2016-04-16  96000   46-55ys      5 ['web', 'email']         20
## 5790       2017-07-26  95000    > 86ys      5 ['web', 'email']         20
## 5791       2014-07-17  85000   66-75ys      5 ['web', 'email']         20
## 5792       2016-11-18  63000   36-45ys      5 ['web', 'email']         20
## 5793       2017-03-23  33000   26-35ys      5 ['web', 'email']         20
## 5794       2018-04-05  58000   56-65ys      5 ['web', 'email']         20
## 5795       2016-03-07  87000   56-65ys      5 ['web', 'email']         20
## 5796       2017-02-17  32000   66-75ys      5 ['web', 'email']         20
## 5797       2015-10-21  75000   46-55ys      5 ['web', 'email']         20
## 5798       2016-05-07  85000   56-65ys      5 ['web', 'email']         20
## 5799       2015-08-07  72000   46-55ys      5 ['web', 'email']         20
## 5800       2017-02-17  32000   66-75ys      5 ['web', 'email']         20
## 5801       2017-08-29  82000   56-65ys      5 ['web', 'email']         20
## 5802       2016-05-01  81000   66-75ys      5 ['web', 'email']         20
## 5803       2017-10-19  64000   66-75ys      5 ['web', 'email']         20
## 5804       2017-09-27 118000   56-65ys      5 ['web', 'email']         20
## 5805       2016-07-24  82000   56-65ys      5 ['web', 'email']         20
## 5806       2015-11-14 118000   56-65ys      5 ['web', 'email']         20
## 5807       2018-02-11  77000   46-55ys      5 ['web', 'email']         20
## 5808       2018-03-29  79000   46-55ys      5 ['web', 'email']         20
## 5809       2016-07-24  82000   56-65ys      5 ['web', 'email']         20
## 5810       2015-07-14  62000   18-25ys      5 ['web', 'email']         20
## 5811       2018-07-07  88000   46-55ys      5 ['web', 'email']         20
## 5812       2017-09-05  39000   46-55ys      5 ['web', 'email']         20
## 5813       2017-10-29  70000   56-65ys      5 ['web', 'email']         20
## 5814       2015-11-14 118000   56-65ys      5 ['web', 'email']         20
## 5815       2017-03-18  61000   26-35ys      5 ['web', 'email']         20
## 5816       2015-10-20  75000   46-55ys      5 ['web', 'email']         20
## 5817       2018-01-07  70000   56-65ys      5 ['web', 'email']         20
## 5818       2016-02-07  84000   66-75ys      5 ['web', 'email']         20
## 5819       2017-10-19  37000   26-35ys      5 ['web', 'email']         20
## 5820       2018-02-26  74000   46-55ys      5 ['web', 'email']         20
## 5821       2016-08-07  55000   66-75ys      5 ['web', 'email']         20
## 5822       2017-10-19  37000   26-35ys      5 ['web', 'email']         20
## 5823       2015-08-07  72000   46-55ys      5 ['web', 'email']         20
## 5824       2016-10-14  53000   26-35ys      5 ['web', 'email']         20
## 5825       2015-08-24  74000   56-65ys      5 ['web', 'email']         20
## 5826       2016-08-31  71000   46-55ys      5 ['web', 'email']         20
## 5827       2016-01-16  90000   46-55ys      5 ['web', 'email']         20
## 5828       2016-01-16  90000   46-55ys      5 ['web', 'email']         20
## 5829       2016-02-10  77000   66-75ys      5 ['web', 'email']         20
## 5830       2017-11-04  91000   66-75ys      5 ['web', 'email']         20
## 5831       2018-05-11  65000   36-45ys      5 ['web', 'email']         20
## 5832       2016-11-30  44000   56-65ys      5 ['web', 'email']         20
## 5833       2017-10-19  37000   26-35ys      5 ['web', 'email']         20
## 5834       2017-10-23  50000   56-65ys      5 ['web', 'email']         20
## 5835       2017-11-22  47000   56-65ys      5 ['web', 'email']         20
## 5836       2018-01-09  72000   56-65ys      5 ['web', 'email']         20
## 5837       2014-04-28  73000   56-65ys      5 ['web', 'email']         20
## 5838       2016-12-25  58000   36-45ys      5 ['web', 'email']         20
## 5839       2017-10-28  75000   66-75ys      5 ['web', 'email']         20
## 5840       2017-04-08  97000   46-55ys      5 ['web', 'email']         20
## 5841       2017-01-01  73000   46-55ys      5 ['web', 'email']         20
## 5842       2017-11-12  75000   66-75ys      5 ['web', 'email']         20
## 5843       2014-03-13  90000   76-85ys      5 ['web', 'email']         20
## 5844       2015-07-20  67000   18-25ys      5 ['web', 'email']         20
## 5845       2017-11-02  89000   66-75ys      5 ['web', 'email']         20
## 5846       2017-02-26 112000   76-85ys      5 ['web', 'email']         20
## 5847       2016-10-17  33000   56-65ys      5 ['web', 'email']         20
## 5848       2014-03-13  90000   76-85ys      5 ['web', 'email']         20
## 5849       2018-02-26  53000   46-55ys      5 ['web', 'email']         20
## 5850       2017-06-22  79000   76-85ys      5 ['web', 'email']         20
## 5851       2018-03-21  85000    > 86ys      5 ['web', 'email']         20
## 5852       2018-05-23  36000   18-25ys      5 ['web', 'email']         20
## 5853       2015-12-11  81000   56-65ys      5 ['web', 'email']         20
## 5854       2014-09-19  33000   46-55ys      5 ['web', 'email']         20
## 5855       2016-08-31  92000   76-85ys      5 ['web', 'email']         20
## 5856       2017-01-18 101000   56-65ys      5 ['web', 'email']         20
## 5857       2016-06-27  88000   56-65ys      5 ['web', 'email']         20
## 5858       2014-02-11  37000   46-55ys      5 ['web', 'email']         20
## 5859       2017-09-04  38000   46-55ys      5 ['web', 'email']         20
## 5860       2017-01-12  47000   36-45ys      5 ['web', 'email']         20
## 5861       2017-11-27  79000   66-75ys      5 ['web', 'email']         20
## 5862       2016-11-11  37000   66-75ys      5 ['web', 'email']         20
## 5863       2016-01-09  51000   76-85ys      5 ['web', 'email']         20
## 5864       2016-09-04  65000   18-25ys      5 ['web', 'email']         20
## 5865       2017-09-09  80000   46-55ys      5 ['web', 'email']         20
## 5866       2015-09-21 105000   46-55ys      5 ['web', 'email']         20
## 5867       2017-09-03  32000   36-45ys      5 ['web', 'email']         20
## 5868       2018-01-25  50000   18-25ys      5 ['web', 'email']         20
## 5869       2015-10-16  71000   46-55ys      5 ['web', 'email']         20
## 5870       2016-03-11  31000   56-65ys      5 ['web', 'email']         20
## 5871       2017-10-08 111000   56-65ys      5 ['web', 'email']         20
## 5872       2017-11-27  51000   66-75ys      5 ['web', 'email']         20
## 5873       2018-01-21  76000   66-75ys      5 ['web', 'email']         20
## 5874       2015-10-12  90000   66-75ys      5 ['web', 'email']         20
## 5875       2014-02-21  96000   76-85ys      5 ['web', 'email']         20
## 5876       2018-02-18 118000   56-65ys      5 ['web', 'email']         20
## 5877       2015-12-15  38000   56-65ys      5 ['web', 'email']         20
## 5878       2015-09-17  61000   46-55ys      5 ['web', 'email']         20
## 5879       2015-06-13  64000   56-65ys      5 ['web', 'email']         20
## 5880       2017-09-24  50000   26-35ys      5 ['web', 'email']         20
## 5881       2018-02-11  89000   36-45ys      5 ['web', 'email']         20
## 5882       2017-12-26  79000    > 86ys      5 ['web', 'email']         20
##      duration offer_type offer_alias
## 1          10   discount           H
## 2          10   discount           H
## 3          10   discount           H
## 4          10   discount           H
## 5          10   discount           H
## 6          10   discount           H
## 7          10   discount           H
## 8          10   discount           H
## 9          10   discount           H
## 10         10   discount           H
## 11         10   discount           H
## 12         10   discount           H
## 13         10   discount           H
## 14         10   discount           H
## 15         10   discount           H
## 16         10   discount           H
## 17         10   discount           H
## 18         10   discount           H
## 19         10   discount           H
## 20         10   discount           H
## 21         10   discount           H
## 22         10   discount           H
## 23         10   discount           H
## 24         10   discount           H
## 25         10   discount           H
## 26         10   discount           H
## 27         10   discount           H
## 28         10   discount           H
## 29         10   discount           H
## 30         10   discount           H
## 31         10   discount           H
## 32         10   discount           H
## 33         10   discount           H
## 34         10   discount           H
## 35         10   discount           H
## 36         10   discount           H
## 37         10   discount           H
## 38         10   discount           H
## 39         10   discount           H
## 40         10   discount           H
## 41         10   discount           H
## 42         10   discount           H
## 43         10   discount           H
## 44         10   discount           H
## 45         10   discount           H
## 46         10   discount           H
## 47         10   discount           H
## 48         10   discount           H
## 49         10   discount           H
## 50         10   discount           H
## 51         10   discount           H
## 52         10   discount           H
## 53         10   discount           H
## 54         10   discount           H
## 55         10   discount           H
## 56         10   discount           H
## 57         10   discount           H
## 58         10   discount           H
## 59         10   discount           H
## 60         10   discount           H
## 61         10   discount           H
## 62         10   discount           H
## 63         10   discount           H
## 64         10   discount           H
## 65         10   discount           H
## 66         10   discount           H
## 67         10   discount           H
## 68         10   discount           H
## 69         10   discount           H
## 70         10   discount           H
## 71         10   discount           H
## 72         10   discount           H
## 73         10   discount           H
## 74         10   discount           H
## 75         10   discount           H
## 76         10   discount           H
## 77         10   discount           H
## 78         10   discount           H
## 79         10   discount           H
## 80         10   discount           H
## 81         10   discount           H
## 82         10   discount           H
## 83         10   discount           H
## 84         10   discount           H
## 85         10   discount           H
## 86         10   discount           H
## 87         10   discount           H
## 88         10   discount           H
## 89         10   discount           H
## 90         10   discount           H
## 91         10   discount           H
## 92         10   discount           H
## 93         10   discount           H
## 94         10   discount           H
## 95         10   discount           H
## 96         10   discount           H
## 97         10   discount           H
## 98         10   discount           H
## 99         10   discount           H
## 100        10   discount           H
## 101        10   discount           H
## 102        10   discount           H
## 103        10   discount           H
## 104        10   discount           H
## 105        10   discount           H
## 106        10   discount           H
## 107        10   discount           H
## 108        10   discount           H
## 109        10   discount           H
## 110        10   discount           H
## 111        10   discount           H
## 112        10   discount           H
## 113        10   discount           H
## 114        10   discount           H
## 115        10   discount           H
## 116        10   discount           H
## 117        10   discount           H
## 118        10   discount           H
## 119        10   discount           H
## 120        10   discount           H
## 121        10   discount           H
## 122        10   discount           H
## 123        10   discount           H
## 124        10   discount           H
## 125        10   discount           H
## 126        10   discount           H
## 127        10   discount           H
## 128        10   discount           H
## 129        10   discount           H
## 130        10   discount           H
## 131        10   discount           H
## 132        10   discount           H
## 133        10   discount           H
## 134        10   discount           H
## 135        10   discount           H
## 136        10   discount           H
## 137        10   discount           H
## 138        10   discount           H
## 139        10   discount           H
## 140        10   discount           H
## 141        10   discount           H
## 142        10   discount           H
## 143        10   discount           H
## 144        10   discount           H
## 145        10   discount           H
## 146        10   discount           H
## 147        10   discount           H
## 148        10   discount           H
## 149        10   discount           H
## 150        10   discount           H
## 151        10   discount           H
## 152        10   discount           H
## 153        10   discount           H
## 154        10   discount           H
## 155        10   discount           H
## 156        10   discount           H
## 157        10   discount           H
## 158        10   discount           H
## 159        10   discount           H
## 160        10   discount           H
## 161        10   discount           H
## 162        10   discount           H
## 163        10   discount           H
## 164        10   discount           H
## 165        10   discount           H
## 166        10   discount           H
## 167        10   discount           H
## 168        10   discount           H
## 169        10   discount           H
## 170        10   discount           H
## 171        10   discount           H
## 172        10   discount           H
## 173        10   discount           H
## 174        10   discount           H
## 175        10   discount           H
## 176        10   discount           H
## 177        10   discount           H
## 178        10   discount           H
## 179        10   discount           H
## 180        10   discount           H
## 181        10   discount           H
## 182        10   discount           H
## 183        10   discount           H
## 184        10   discount           H
## 185        10   discount           H
## 186        10   discount           H
## 187        10   discount           H
## 188        10   discount           H
## 189        10   discount           H
## 190        10   discount           H
## 191        10   discount           H
## 192        10   discount           H
## 193        10   discount           H
## 194        10   discount           H
## 195        10   discount           H
## 196        10   discount           H
## 197        10   discount           H
## 198        10   discount           H
## 199        10   discount           H
## 200        10   discount           H
## 201        10   discount           H
## 202        10   discount           H
## 203        10   discount           H
## 204        10   discount           H
## 205        10   discount           H
## 206        10   discount           H
## 207        10   discount           H
## 208        10   discount           H
## 209        10   discount           H
## 210        10   discount           H
## 211        10   discount           H
## 212        10   discount           H
## 213        10   discount           H
## 214        10   discount           H
## 215        10   discount           H
## 216        10   discount           H
## 217        10   discount           H
## 218        10   discount           H
## 219        10   discount           H
## 220        10   discount           H
## 221        10   discount           H
## 222        10   discount           H
## 223        10   discount           H
## 224        10   discount           H
## 225        10   discount           H
## 226        10   discount           H
## 227        10   discount           H
## 228        10   discount           H
## 229        10   discount           H
## 230        10   discount           H
## 231        10   discount           H
## 232        10   discount           H
## 233        10   discount           H
## 234        10   discount           H
## 235        10   discount           H
## 236        10   discount           H
## 237        10   discount           H
## 238        10   discount           H
## 239        10   discount           H
## 240        10   discount           H
## 241        10   discount           H
## 242        10   discount           H
## 243        10   discount           H
## 244        10   discount           H
## 245        10   discount           H
## 246        10   discount           H
## 247        10   discount           H
## 248        10   discount           H
## 249        10   discount           H
## 250        10   discount           H
## 251        10   discount           H
## 252        10   discount           H
## 253        10   discount           H
## 254        10   discount           H
## 255        10   discount           H
## 256        10   discount           H
## 257        10   discount           H
## 258        10   discount           H
## 259        10   discount           H
## 260        10   discount           H
## 261        10   discount           H
## 262        10   discount           H
## 263        10   discount           H
## 264        10   discount           H
## 265        10   discount           H
## 266        10   discount           H
## 267        10   discount           H
## 268        10   discount           H
## 269        10   discount           H
## 270        10   discount           H
## 271        10   discount           H
## 272        10   discount           H
## 273        10   discount           H
## 274        10   discount           H
## 275        10   discount           H
## 276        10   discount           H
## 277        10   discount           H
## 278        10   discount           H
## 279        10   discount           H
## 280        10   discount           H
## 281        10   discount           H
## 282        10   discount           H
## 283        10   discount           H
## 284        10   discount           H
## 285        10   discount           H
## 286        10   discount           H
## 287        10   discount           H
## 288        10   discount           H
## 289        10   discount           H
## 290        10   discount           H
## 291        10   discount           H
## 292        10   discount           H
## 293        10   discount           H
## 294        10   discount           H
## 295        10   discount           H
## 296        10   discount           H
## 297        10   discount           H
## 298        10   discount           H
## 299        10   discount           H
## 300        10   discount           H
## 301        10   discount           H
## 302        10   discount           H
## 303        10   discount           H
## 304        10   discount           H
## 305        10   discount           H
## 306        10   discount           H
## 307        10   discount           H
## 308        10   discount           H
## 309        10   discount           H
## 310        10   discount           H
## 311        10   discount           H
## 312        10   discount           H
## 313        10   discount           H
## 314        10   discount           H
## 315        10   discount           H
## 316        10   discount           H
## 317        10   discount           H
## 318        10   discount           H
## 319        10   discount           H
## 320        10   discount           H
## 321        10   discount           H
## 322        10   discount           H
## 323        10   discount           H
## 324        10   discount           H
## 325        10   discount           H
## 326        10   discount           H
## 327        10   discount           H
## 328        10   discount           H
## 329        10   discount           H
## 330        10   discount           H
## 331        10   discount           H
## 332        10   discount           H
## 333        10   discount           H
## 334        10   discount           H
## 335        10   discount           H
## 336        10   discount           H
## 337        10   discount           H
## 338        10   discount           H
## 339        10   discount           H
## 340        10   discount           H
## 341        10   discount           H
## 342        10   discount           H
## 343        10   discount           H
## 344        10   discount           H
## 345        10   discount           H
## 346        10   discount           H
## 347        10   discount           H
## 348        10   discount           H
## 349        10   discount           H
## 350        10   discount           H
## 351        10   discount           H
## 352        10   discount           H
## 353        10   discount           H
## 354        10   discount           H
## 355        10   discount           H
## 356        10   discount           H
## 357        10   discount           H
## 358        10   discount           H
## 359        10   discount           H
## 360        10   discount           H
## 361        10   discount           H
## 362        10   discount           H
## 363        10   discount           H
## 364        10   discount           H
## 365        10   discount           H
## 366        10   discount           H
## 367        10   discount           H
## 368        10   discount           H
## 369        10   discount           H
## 370        10   discount           H
## 371        10   discount           H
## 372        10   discount           H
## 373        10   discount           H
## 374        10   discount           H
## 375        10   discount           H
## 376        10   discount           H
## 377        10   discount           H
## 378        10   discount           H
## 379        10   discount           H
## 380        10   discount           H
## 381        10   discount           H
## 382        10   discount           H
## 383        10   discount           H
## 384        10   discount           H
## 385        10   discount           H
## 386        10   discount           H
## 387        10   discount           H
## 388        10   discount           H
## 389        10   discount           H
## 390        10   discount           H
## 391        10   discount           H
## 392        10   discount           H
## 393        10   discount           H
## 394        10   discount           H
## 395        10   discount           H
## 396        10   discount           H
## 397        10   discount           H
## 398        10   discount           H
## 399        10   discount           H
## 400        10   discount           H
## 401        10   discount           H
## 402        10   discount           H
## 403        10   discount           H
## 404        10   discount           H
## 405        10   discount           H
## 406        10   discount           H
## 407        10   discount           H
## 408        10   discount           H
## 409        10   discount           H
## 410        10   discount           H
## 411        10   discount           H
## 412        10   discount           H
## 413        10   discount           H
## 414        10   discount           H
## 415        10   discount           H
## 416        10   discount           H
## 417        10   discount           H
## 418        10   discount           H
## 419        10   discount           H
## 420        10   discount           H
## 421        10   discount           H
## 422        10   discount           H
## 423        10   discount           H
## 424        10   discount           H
## 425        10   discount           H
## 426        10   discount           H
## 427        10   discount           H
## 428        10   discount           H
## 429        10   discount           H
## 430        10   discount           H
## 431        10   discount           H
## 432        10   discount           H
## 433        10   discount           H
## 434        10   discount           H
## 435        10   discount           H
## 436        10   discount           H
## 437        10   discount           H
## 438        10   discount           H
## 439        10   discount           H
## 440        10   discount           H
## 441        10   discount           H
## 442        10   discount           H
## 443        10   discount           H
## 444        10   discount           H
## 445        10   discount           H
## 446        10   discount           H
## 447        10   discount           H
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## 449        10   discount           H
## 450        10   discount           H
## 451        10   discount           H
## 452        10   discount           H
## 453        10   discount           H
## 454        10   discount           H
## 455        10   discount           H
## 456        10   discount           H
## 457        10   discount           H
## 458        10   discount           H
## 459        10   discount           H
## 460        10   discount           H
## 461        10   discount           H
## 462        10   discount           H
## 463        10   discount           H
## 464        10   discount           H
## 465        10   discount           H
## 466        10   discount           H
## 467        10   discount           H
## 468        10   discount           H
## 469        10   discount           H
## 470        10   discount           H
## 471        10   discount           H
## 472        10   discount           H
## 473        10   discount           H
## 474        10   discount           H
## 475        10   discount           H
## 476        10   discount           H
## 477        10   discount           H
## 478        10   discount           H
## 479        10   discount           H
## 480        10   discount           H
## 481        10   discount           H
## 482        10   discount           H
## 483        10   discount           H
## 484        10   discount           H
## 485        10   discount           H
## 486        10   discount           H
## 487        10   discount           H
## 488        10   discount           H
## 489        10   discount           H
## 490        10   discount           H
## 491        10   discount           H
## 492        10   discount           H
## 493        10   discount           H
## 494        10   discount           H
## 495        10   discount           H
## 496        10   discount           H
## 497        10   discount           H
## 498        10   discount           H
## 499        10   discount           H
## 500        10   discount           H
## 501        10   discount           H
## 502        10   discount           H
## 503        10   discount           H
## 504        10   discount           H
## 505        10   discount           H
## 506        10   discount           H
## 507        10   discount           H
## 508        10   discount           H
## 509        10   discount           H
## 510        10   discount           H
## 511        10   discount           H
## 512        10   discount           H
## 513        10   discount           H
## 514        10   discount           H
## 515        10   discount           H
## 516        10   discount           H
## 517        10   discount           H
## 518        10   discount           H
## 519        10   discount           H
## 520        10   discount           H
## 521        10   discount           H
## 522        10   discount           H
## 523        10   discount           H
## 524        10   discount           H
## 525        10   discount           H
## 526        10   discount           H
## 527        10   discount           H
## 528        10   discount           H
## 529        10   discount           H
## 530        10   discount           H
## 531        10   discount           H
## 532        10   discount           H
## 533        10   discount           H
## 534        10   discount           H
## 535        10   discount           H
## 536        10   discount           H
## 537        10   discount           H
## 538        10   discount           H
## 539        10   discount           H
## 540        10   discount           H
## 541        10   discount           H
## 542        10   discount           H
## 543        10   discount           H
## 544        10   discount           H
## 545        10   discount           H
## 546        10   discount           H
## 547        10   discount           H
## 548        10   discount           H
## 549        10   discount           H
## 550        10   discount           H
## 551        10   discount           H
## 552        10   discount           H
## 553        10   discount           H
## 554        10   discount           H
## 555        10   discount           H
## 556        10   discount           H
## 557        10   discount           H
## 558        10   discount           H
## 559        10   discount           H
## 560        10   discount           H
## 561        10   discount           H
## 562        10   discount           H
## 563        10   discount           H
## 564        10   discount           H
## 565        10   discount           H
## 566        10   discount           H
## 567        10   discount           H
## 568        10   discount           H
## 569        10   discount           H
## 570        10   discount           H
## 571        10   discount           H
## 572        10   discount           H
## 573        10   discount           H
## 574        10   discount           H
## 575        10   discount           H
## 576        10   discount           H
## 577        10   discount           H
## 578        10   discount           H
## 579        10   discount           H
## 580        10   discount           H
## 581        10   discount           H
## 582        10   discount           H
## 583        10   discount           H
## 584        10   discount           H
## 585        10   discount           H
## 586        10   discount           H
## 587        10   discount           H
## 588        10   discount           H
## 589        10   discount           H
## 590        10   discount           H
## 591        10   discount           H
## 592        10   discount           H
## 593        10   discount           H
## 594        10   discount           H
## 595        10   discount           H
## 596        10   discount           H
## 597        10   discount           H
## 598        10   discount           H
## 599        10   discount           H
## 600        10   discount           H
## 601        10   discount           H
## 602        10   discount           H
## 603        10   discount           H
## 604        10   discount           H
## 605        10   discount           H
## 606        10   discount           H
## 607        10   discount           H
## 608        10   discount           H
## 609        10   discount           H
## 610        10   discount           H
## 611        10   discount           H
## 612        10   discount           H
## 613        10   discount           H
## 614        10   discount           H
## 615        10   discount           H
## 616        10   discount           H
## 617        10   discount           H
## 618        10   discount           H
## 619        10   discount           H
## 620        10   discount           H
## 621        10   discount           H
## 622        10   discount           H
## 623        10   discount           H
## 624        10   discount           H
## 625        10   discount           H
## 626        10   discount           H
## 627        10   discount           H
## 628        10   discount           H
## 629        10   discount           H
## 630        10   discount           H
## 631        10   discount           H
## 632        10   discount           H
## 633        10   discount           H
## 634        10   discount           H
## 635        10   discount           H
## 636        10   discount           H
## 637        10   discount           H
## 638        10   discount           H
## 639        10   discount           H
## 640        10   discount           H
## 641        10   discount           H
## 642        10   discount           H
## 643        10   discount           H
## 644        10   discount           H
## 645        10   discount           H
## 646        10   discount           H
## 647        10   discount           H
## 648        10   discount           H
## 649        10   discount           H
## 650        10   discount           H
## 651        10   discount           H
## 652        10   discount           H
## 653        10   discount           H
## 654        10   discount           H
## 655        10   discount           H
## 656        10   discount           H
## 657        10   discount           H
## 658        10   discount           H
## 659        10   discount           H
## 660        10   discount           H
## 661        10   discount           H
## 662        10   discount           H
## 663        10   discount           H
## 664        10   discount           H
## 665        10   discount           H
## 666        10   discount           H
## 667        10   discount           H
## 668        10   discount           H
## 669        10   discount           H
## 670        10   discount           H
## 671        10   discount           H
## 672        10   discount           H
## 673        10   discount           H
## 674        10   discount           H
## 675        10   discount           H
## 676        10   discount           H
## 677        10   discount           H
## 678        10   discount           H
## 679        10   discount           H
## 680        10   discount           H
## 681        10   discount           H
## 682        10   discount           H
## 683        10   discount           H
## 684        10   discount           H
## 685        10   discount           H
## 686        10   discount           H
## 687        10   discount           H
## 688        10   discount           H
## 689        10   discount           H
## 690        10   discount           H
## 691        10   discount           H
## 692        10   discount           H
## 693        10   discount           H
## 694        10   discount           H
## 695        10   discount           H
## 696        10   discount           H
## 697        10   discount           H
## 698        10   discount           H
## 699        10   discount           H
## 700        10   discount           H
## 701        10   discount           H
## 702        10   discount           H
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## 706        10   discount           H
## 707        10   discount           H
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## 710        10   discount           H
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## 713        10   discount           H
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## 720        10   discount           H
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## 725        10   discount           H
## 726        10   discount           H
## 727        10   discount           H
## 728        10   discount           H
## 729        10   discount           H
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## 731        10   discount           H
## 732        10   discount           H
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## 735        10   discount           H
## 736        10   discount           H
## 737        10   discount           H
## 738        10   discount           H
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## 740        10   discount           H
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## 746        10   discount           H
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## 748        10   discount           H
## 749        10   discount           H
## 750        10   discount           H
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## 756        10   discount           H
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## 760        10   discount           H
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## 768        10   discount           H
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## 777        10   discount           H
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## 780        10   discount           H
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## 800        10   discount           H
## 801        10   discount           H
## 802        10   discount           H
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## 806        10   discount           H
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## 812        10   discount           H
## 813        10   discount           H
## 814        10   discount           H
## 815        10   discount           H
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## 820        10   discount           H
## 821        10   discount           H
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## 827        10   discount           H
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## 830        10   discount           H
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## 833        10   discount           H
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## 835        10   discount           H
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## 842        10   discount           H
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## 845        10   discount           H
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## 850        10   discount           H
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## 865        10   discount           H
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## 911        10   discount           H
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## 1160       10   discount           H
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## 1180       10   discount           H
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## 1200       10   discount           H
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## 1383       10   discount           H
## 1384       10   discount           H
## 1385       10   discount           H
## 1386       10   discount           H
## 1387       10   discount           H
## 1388       10   discount           H
## 1389       10   discount           H
## 1390       10   discount           H
## 1391       10   discount           H
## 1392       10   discount           H
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## 1394       10   discount           H
## 1395       10   discount           H
## 1396       10   discount           H
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## 1400       10   discount           H
## 1401       10   discount           H
## 1402       10   discount           H
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## 1404       10   discount           H
## 1405       10   discount           H
## 1406       10   discount           H
## 1407       10   discount           H
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## 1410       10   discount           H
## 1411       10   discount           H
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## 1415       10   discount           H
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## 1420       10   discount           H
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## 1423       10   discount           H
## 1424       10   discount           H
## 1425       10   discount           H
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## 1430       10   discount           H
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## 1432       10   discount           H
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## 1435       10   discount           H
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## 1438       10   discount           H
## 1439       10   discount           H
## 1440       10   discount           H
## 1441       10   discount           H
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## 1444       10   discount           H
## 1445       10   discount           H
## 1446       10   discount           H
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## 1450       10   discount           H
## 1451       10   discount           H
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## 1453       10   discount           H
## 1454       10   discount           H
## 1455       10   discount           H
## 1456       10   discount           H
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## 1458       10   discount           H
## 1459       10   discount           H
## 1460       10   discount           H
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## 1465       10   discount           H
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## 1478       10   discount           H
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## 1480       10   discount           H
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## 1488       10   discount           H
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## 1500       10   discount           H
## 1501       10   discount           H
## 1502       10   discount           H
## 1503       10   discount           H
## 1504       10   discount           H
## 1505       10   discount           H
## 1506       10   discount           H
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## 1512       10   discount           H
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## 1522       10   discount           H
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## 1532       10   discount           H
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## 1550       10   discount           H
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## 1554       10   discount           H
## 1555       10   discount           H
## 1556       10   discount           H
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## 2007       10   discount           H
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## 2009       10   discount           H
## 2010       10   discount           H
## 2011       10   discount           H
## 2012       10   discount           H
## 2013       10   discount           H
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## 2015       10   discount           H
## 2016       10   discount           H
## 2017       10   discount           H
## 2018       10   discount           H
## 2019       10   discount           H
## 2020       10   discount           H
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## 2076       10   discount           H
## 2077       10   discount           H
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## 2080       10   discount           H
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## 2082       10   discount           H
## 2083       10   discount           H
## 2084       10   discount           H
## 2085       10   discount           H
## 2086       10   discount           H
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## 2088       10   discount           H
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## 2090       10   discount           H
## 2091       10   discount           H
## 2092       10   discount           H
## 2093       10   discount           H
## 2094       10   discount           H
## 2095       10   discount           H
## 2096       10   discount           H
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## 2100       10   discount           H
## 2101       10   discount           H
## 2102       10   discount           H
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## 2109       10   discount           H
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## 2111       10   discount           H
## 2112       10   discount           H
## 2113       10   discount           H
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## 2115       10   discount           H
## 2116       10   discount           H
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## 2120       10   discount           H
## 2121       10   discount           H
## 2122       10   discount           H
## 2123       10   discount           H
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## 2125       10   discount           H
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## 2127       10   discount           H
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## 2129       10   discount           H
## 2130       10   discount           H
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## 2133       10   discount           H
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## 2135       10   discount           H
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## 2139       10   discount           H
## 2140       10   discount           H
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## 2144       10   discount           H
## 2145       10   discount           H
## 2146       10   discount           H
## 2147       10   discount           H
## 2148       10   discount           H
## 2149       10   discount           H
## 2150       10   discount           H
## 2151       10   discount           H
## 2152       10   discount           H
## 2153       10   discount           H
## 2154       10   discount           H
## 2155       10   discount           H
## 2156       10   discount           H
## 2157       10   discount           H
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## 2159       10   discount           H
## 2160       10   discount           H
## 2161       10   discount           H
## 2162       10   discount           H
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## 2165       10   discount           H
## 2166       10   discount           H
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## 2168       10   discount           H
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## 2170       10   discount           H
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## 2172       10   discount           H
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## 2174       10   discount           H
## 2175       10   discount           H
## 2176       10   discount           H
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## 2184       10   discount           H
## 2185       10   discount           H
## 2186       10   discount           H
## 2187       10   discount           H
## 2188       10   discount           H
## 2189       10   discount           H
## 2190       10   discount           H
## 2191       10   discount           H
## 2192       10   discount           H
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## 2194       10   discount           H
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## 2196       10   discount           H
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## 2198       10   discount           H
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## 2204       10   discount           H
## 2205       10   discount           H
## 2206       10   discount           H
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## 2217       10   discount           H
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## 2219       10   discount           H
## 2220       10   discount           H
## 2221       10   discount           H
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## 2234       10   discount           H
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## 2236       10   discount           H
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## 2239       10   discount           H
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## 2241       10   discount           H
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## 2243       10   discount           H
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## 2245       10   discount           H
## 2246       10   discount           H
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## 2250       10   discount           H
## 2251       10   discount           H
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## 2253       10   discount           H
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## 2255       10   discount           H
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## 2266       10   discount           H
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## 2273       10   discount           H
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## 2275       10   discount           H
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## 2281       10   discount           H
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## 2286       10   discount           H
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## 2288       10   discount           H
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## 2290       10   discount           H
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## 2292       10   discount           H
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## 2585       10   discount           H
## 2586       10   discount           H
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## 2602       10   discount           H
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## 2756       10   discount           H
## 2757       10   discount           H
## 2758       10   discount           H
## 2759       10   discount           H
## 2760       10   discount           H
## 2761       10   discount           H
## 2762       10   discount           H
## 2763       10   discount           H
## 2764       10   discount           H
## 2765       10   discount           H
## 2766       10   discount           H
## 2767       10   discount           H
## 2768       10   discount           H
## 2769       10   discount           H
## 2770       10   discount           H
## 2771       10   discount           H
## 2772       10   discount           H
## 2773       10   discount           H
## 2774       10   discount           H
## 2775       10   discount           H
## 2776       10   discount           H
## 2777       10   discount           H
## 2778       10   discount           H
## 2779       10   discount           H
## 2780       10   discount           H
## 2781       10   discount           H
## 2782       10   discount           H
## 2783       10   discount           H
## 2784       10   discount           H
## 2785       10   discount           H
## 2786       10   discount           H
## 2787       10   discount           H
## 2788       10   discount           H
## 2789       10   discount           H
## 2790       10   discount           H
## 2791       10   discount           H
## 2792       10   discount           H
## 2793       10   discount           H
## 2794       10   discount           H
## 2795       10   discount           H
## 2796       10   discount           H
## 2797       10   discount           H
## 2798       10   discount           H
## 2799       10   discount           H
## 2800       10   discount           H
## 2801       10   discount           H
## 2802       10   discount           H
## 2803       10   discount           H
## 2804       10   discount           H
## 2805       10   discount           H
## 2806       10   discount           H
## 2807       10   discount           H
## 2808       10   discount           H
## 2809       10   discount           H
## 2810       10   discount           H
## 2811       10   discount           H
## 2812       10   discount           H
## 2813       10   discount           H
## 2814       10   discount           H
## 2815       10   discount           H
## 2816       10   discount           H
## 2817       10   discount           H
## 2818       10   discount           H
## 2819       10   discount           H
## 2820       10   discount           H
## 2821       10   discount           H
## 2822       10   discount           H
## 2823       10   discount           H
## 2824       10   discount           H
## 2825       10   discount           H
## 2826       10   discount           H
## 2827       10   discount           H
## 2828       10   discount           H
## 2829       10   discount           H
## 2830       10   discount           H
## 2831       10   discount           H
## 2832       10   discount           H
## 2833       10   discount           H
## 2834       10   discount           H
## 2835       10   discount           H
## 2836       10   discount           H
## 2837       10   discount           H
## 2838       10   discount           H
## 2839       10   discount           H
## 2840       10   discount           H
## 2841       10   discount           H
## 2842       10   discount           H
## 2843       10   discount           H
## 2844       10   discount           H
## 2845       10   discount           H
## 2846       10   discount           H
## 2847       10   discount           H
## 2848       10   discount           H
## 2849       10   discount           H
## 2850       10   discount           H
## 2851       10   discount           H
## 2852       10   discount           H
## 2853       10   discount           H
## 2854       10   discount           H
## 2855       10   discount           H
## 2856       10   discount           H
## 2857       10   discount           H
## 2858       10   discount           H
## 2859       10   discount           H
## 2860       10   discount           H
## 2861       10   discount           H
## 2862       10   discount           H
## 2863       10   discount           H
## 2864       10   discount           H
## 2865       10   discount           H
## 2866       10   discount           H
## 2867       10   discount           H
## 2868       10   discount           H
## 2869       10   discount           H
## 2870       10   discount           H
## 2871       10   discount           H
## 2872       10   discount           H
## 2873       10   discount           H
## 2874       10   discount           H
## 2875       10   discount           H
## 2876       10   discount           H
## 2877       10   discount           H
## 2878       10   discount           H
## 2879       10   discount           H
## 2880       10   discount           H
## 2881       10   discount           H
## 2882       10   discount           H
## 2883       10   discount           H
## 2884       10   discount           H
## 2885       10   discount           H
## 2886       10   discount           H
## 2887       10   discount           H
## 2888       10   discount           H
## 2889       10   discount           H
## 2890       10   discount           H
## 2891       10   discount           H
## 2892       10   discount           H
## 2893       10   discount           H
## 2894       10   discount           H
## 2895       10   discount           H
## 2896       10   discount           H
## 2897       10   discount           H
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## 2899       10   discount           H
## 2900       10   discount           H
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## 2902       10   discount           H
## 2903       10   discount           H
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## 2905       10   discount           H
## 2906       10   discount           H
## 2907       10   discount           H
## 2908       10   discount           H
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## 2910       10   discount           H
## 2911       10   discount           H
## 2912       10   discount           H
## 2913       10   discount           H
## 2914       10   discount           H
## 2915       10   discount           H
## 2916       10   discount           H
## 2917       10   discount           H
## 2918       10   discount           H
## 2919       10   discount           H
## 2920       10   discount           H
## 2921       10   discount           H
## 2922       10   discount           H
## 2923       10   discount           H
## 2924       10   discount           H
## 2925       10   discount           H
## 2926       10   discount           H
## 2927       10   discount           H
## 2928       10   discount           H
## 2929       10   discount           H
## 2930       10   discount           H
## 2931       10   discount           H
## 2932       10   discount           H
## 2933       10   discount           H
## 2934       10   discount           H
## 2935       10   discount           H
## 2936       10   discount           H
## 2937       10   discount           H
## 2938       10   discount           H
## 2939       10   discount           H
## 2940       10   discount           H
## 2941       10   discount           H
## 2942       10   discount           H
## 2943       10   discount           H
## 2944       10   discount           H
## 2945       10   discount           H
## 2946       10   discount           H
## 2947       10   discount           H
## 2948       10   discount           H
## 2949       10   discount           H
## 2950       10   discount           H
## 2951       10   discount           H
## 2952       10   discount           H
## 2953       10   discount           H
## 2954       10   discount           H
## 2955       10   discount           H
## 2956       10   discount           H
## 2957       10   discount           H
## 2958       10   discount           H
## 2959       10   discount           H
## 2960       10   discount           H
## 2961       10   discount           H
## 2962       10   discount           H
## 2963       10   discount           H
## 2964       10   discount           H
## 2965       10   discount           H
## 2966       10   discount           H
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## 2968       10   discount           H
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## 2970       10   discount           H
## 2971       10   discount           H
## 2972       10   discount           H
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## 2975       10   discount           H
## 2976       10   discount           H
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## 2978       10   discount           H
## 2979       10   discount           H
## 2980       10   discount           H
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## 2984       10   discount           H
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## 2986       10   discount           H
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## 2990       10   discount           H
## 2991       10   discount           H
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## 2993       10   discount           H
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## 2995       10   discount           H
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## 2999       10   discount           H
## 3000       10   discount           H
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## 3006       10   discount           H
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## 3010       10   discount           H
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## 3028       10   discount           H
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## 3030       10   discount           H
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## 3032       10   discount           H
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## 3035       10   discount           H
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## 3038       10   discount           H
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## 3040       10   discount           H
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## 3042       10   discount           H
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## 3044       10   discount           H
## 3045       10   discount           H
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## 3051       10   discount           H
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## 3053       10   discount           H
## 3054       10   discount           H
## 3055       10   discount           H
## 3056       10   discount           H
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## 3058       10   discount           H
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## 3060       10   discount           H
## 3061       10   discount           H
## 3062       10   discount           H
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## 3072       10   discount           H
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## 3082       10   discount           H
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## 3085       10   discount           H
## 3086       10   discount           H
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## 3088       10   discount           H
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## 3090       10   discount           H
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## 3100       10   discount           H
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## 3115       10   discount           H
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## 3120       10   discount           H
## 3121       10   discount           H
## 3122       10   discount           H
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## 3124       10   discount           H
## 3125       10   discount           H
## 3126       10   discount           H
## 3127       10   discount           H
## 3128       10   discount           H
## 3129       10   discount           H
## 3130       10   discount           H
## 3131       10   discount           H
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## 3133       10   discount           H
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## 3140       10   discount           H
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## 3144       10   discount           H
## 3145       10   discount           H
## 3146       10   discount           H
## 3147       10   discount           H
## 3148       10   discount           H
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## 3150       10   discount           H
## 3151       10   discount           H
## 3152       10   discount           H
## 3153       10   discount           H
## 3154       10   discount           H
## 3155       10   discount           H
## 3156       10   discount           H
## 3157       10   discount           H
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## 3159       10   discount           H
## 3160       10   discount           H
## 3161       10   discount           H
## 3162       10   discount           H
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## 3166       10   discount           H
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## 3168       10   discount           H
## 3169       10   discount           H
## 3170       10   discount           H
## 3171       10   discount           H
## 3172       10   discount           H
## 3173       10   discount           H
## 3174       10   discount           H
## 3175       10   discount           H
## 3176       10   discount           H
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## 3179       10   discount           H
## 3180       10   discount           H
## 3181       10   discount           H
## 3182       10   discount           H
## 3183       10   discount           H
## 3184       10   discount           H
## 3185       10   discount           H
## 3186       10   discount           H
## 3187       10   discount           H
## 3188       10   discount           H
## 3189       10   discount           H
## 3190       10   discount           H
## 3191       10   discount           H
## 3192       10   discount           H
## 3193       10   discount           H
## 3194       10   discount           H
## 3195       10   discount           H
## 3196       10   discount           H
## 3197       10   discount           H
## 3198       10   discount           H
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## 3200       10   discount           H
## 3201       10   discount           H
## 3202       10   discount           H
## 3203       10   discount           H
## 3204       10   discount           H
## 3205       10   discount           H
## 3206       10   discount           H
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## 3210       10   discount           H
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## 3212       10   discount           H
## 3213       10   discount           H
## 3214       10   discount           H
## 3215       10   discount           H
## 3216       10   discount           H
## 3217       10   discount           H
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## 3219       10   discount           H
## 3220       10   discount           H
## 3221       10   discount           H
## 3222       10   discount           H
## 3223       10   discount           H
## 3224       10   discount           H
## 3225       10   discount           H
## 3226       10   discount           H
## 3227       10   discount           H
## 3228       10   discount           H
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## 3230       10   discount           H
## 3231       10   discount           H
## 3232       10   discount           H
## 3233       10   discount           H
## 3234       10   discount           H
## 3235       10   discount           H
## 3236       10   discount           H
## 3237       10   discount           H
## 3238       10   discount           H
## 3239       10   discount           H
## 3240       10   discount           H
## 3241       10   discount           H
## 3242       10   discount           H
## 3243       10   discount           H
## 3244       10   discount           H
## 3245       10   discount           H
## 3246       10   discount           H
## 3247       10   discount           H
## 3248       10   discount           H
## 3249       10   discount           H
## 3250       10   discount           H
## 3251       10   discount           H
## 3252       10   discount           H
## 3253       10   discount           H
## 3254       10   discount           H
## 3255       10   discount           H
## 3256       10   discount           H
## 3257       10   discount           H
## 3258       10   discount           H
## 3259       10   discount           H
## 3260       10   discount           H
## 3261       10   discount           H
## 3262       10   discount           H
## 3263       10   discount           H
## 3264       10   discount           H
## 3265       10   discount           H
## 3266       10   discount           H
## 3267       10   discount           H
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## 3270       10   discount           H
## 3271       10   discount           H
## 3272       10   discount           H
## 3273       10   discount           H
## 3274       10   discount           H
## 3275       10   discount           H
## 3276       10   discount           H
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## 3278       10   discount           H
## 3279       10   discount           H
## 3280       10   discount           H
## 3281       10   discount           H
## 3282       10   discount           H
## 3283       10   discount           H
## 3284       10   discount           H
## 3285       10   discount           H
## 3286       10   discount           H
## 3287       10   discount           H
## 3288       10   discount           H
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## 3290       10   discount           H
## 3291       10   discount           H
## 3292       10   discount           H
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## 3294       10   discount           H
## 3295       10   discount           H
## 3296       10   discount           H
## 3297       10   discount           H
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## 3302       10   discount           H
## 3303       10   discount           H
## 3304       10   discount           H
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## 3335       10   discount           H
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## 3342       10   discount           H
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## 3344       10   discount           H
## 3345       10   discount           H
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## 3348       10   discount           H
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## 3351       10   discount           H
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## 3353       10   discount           H
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## 3367       10   discount           H
## 3368       10   discount           H
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## 3384       10   discount           H
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## 3390       10   discount           H
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## 3436       10   discount           H
## 3437       10   discount           H
## 3438       10   discount           H
## 3439       10   discount           H
## 3440       10   discount           H
## 3441       10   discount           H
## 3442       10   discount           H
## 3443       10   discount           H
## 3444       10   discount           H
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## 3446       10   discount           H
## 3447       10   discount           H
## 3448       10   discount           H
## 3449       10   discount           H
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## 3451       10   discount           H
## 3452       10   discount           H
## 3453       10   discount           H
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## 3455       10   discount           H
## 3456       10   discount           H
## 3457       10   discount           H
## 3458       10   discount           H
## 3459       10   discount           H
## 3460       10   discount           H
## 3461       10   discount           H
## 3462       10   discount           H
## 3463       10   discount           H
## 3464       10   discount           H
## 3465       10   discount           H
## 3466       10   discount           H
## 3467       10   discount           H
## 3468       10   discount           H
## 3469       10   discount           H
## 3470       10   discount           H
## 3471       10   discount           H
## 3472       10   discount           H
## 3473       10   discount           H
## 3474       10   discount           H
## 3475       10   discount           H
## 3476       10   discount           H
## 3477       10   discount           H
## 3478       10   discount           H
## 3479       10   discount           H
## 3480       10   discount           H
## 3481       10   discount           H
## 3482       10   discount           H
## 3483       10   discount           H
## 3484       10   discount           H
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## 3486       10   discount           H
## 3487       10   discount           H
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## 3489       10   discount           H
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## 3491       10   discount           H
## 3492       10   discount           H
## 3493       10   discount           H
## 3494       10   discount           H
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## 3496       10   discount           H
## 3497       10   discount           H
## 3498       10   discount           H
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## 3500       10   discount           H
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## 3502       10   discount           H
## 3503       10   discount           H
## 3504       10   discount           H
## 3505       10   discount           H
## 3506       10   discount           H
## 3507       10   discount           H
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## 3509       10   discount           H
## 3510       10   discount           H
## 3511       10   discount           H
## 3512       10   discount           H
## 3513       10   discount           H
## 3514       10   discount           H
## 3515       10   discount           H
## 3516       10   discount           H
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## 3520       10   discount           H
## 3521       10   discount           H
## 3522       10   discount           H
## 3523       10   discount           H
## 3524       10   discount           H
## 3525       10   discount           H
## 3526       10   discount           H
## 3527       10   discount           H
## 3528       10   discount           H
## 3529       10   discount           H
## 3530       10   discount           H
## 3531       10   discount           H
## 3532       10   discount           H
## 3533       10   discount           H
## 3534       10   discount           H
## 3535       10   discount           H
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## 3537       10   discount           H
## 3538       10   discount           H
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## 3540       10   discount           H
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## 3542       10   discount           H
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## 3544       10   discount           H
## 3545       10   discount           H
## 3546       10   discount           H
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## 3550       10   discount           H
## 3551       10   discount           H
## 3552       10   discount           H
## 3553       10   discount           H
## 3554       10   discount           H
## 3555       10   discount           H
## 3556       10   discount           H
## 3557       10   discount           H
## 3558       10   discount           H
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## 3560       10   discount           H
## 3561       10   discount           H
## 3562       10   discount           H
## 3563       10   discount           H
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## 3565       10   discount           H
## 3566       10   discount           H
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## 3570       10   discount           H
## 3571       10   discount           H
## 3572       10   discount           H
## 3573       10   discount           H
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## 3578       10   discount           H
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## 3580       10   discount           H
## 3581       10   discount           H
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## 3584       10   discount           H
## 3585       10   discount           H
## 3586       10   discount           H
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## 3588       10   discount           H
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## 3590       10   discount           H
## 3591       10   discount           H
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## 3593       10   discount           H
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## 3595       10   discount           H
## 3596       10   discount           H
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## 3602       10   discount           H
## 3603       10   discount           H
## 3604       10   discount           H
## 3605       10   discount           H
## 3606       10   discount           H
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## 3630       10   discount           H
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## 3635       10   discount           H
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## 3640       10   discount           H
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## 3645       10   discount           H
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## 3653       10   discount           H
## 3654       10   discount           H
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## 3670       10   discount           H
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## 3690       10   discount           H
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## 3841       10   discount           H
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## 3851       10   discount           H
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## 3853       10   discount           H
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## 3856       10   discount           H
## 3857       10   discount           H
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## 3861       10   discount           H
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## 3863       10   discount           H
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## 3871       10   discount           H
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## 3879       10   discount           H
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## 3881       10   discount           H
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## 3885       10   discount           H
## 3886       10   discount           H
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## 3891       10   discount           H
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## 3902       10   discount           H
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## 3945       10   discount           H
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## 3951       10   discount           H
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## 3953       10   discount           H
## 3954       10   discount           H
## 3955       10   discount           H
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## 4116       10   discount           H
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## 4144       10   discount           H
## 4145       10   discount           H
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## 4150       10   discount           H
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## 4152       10   discount           H
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## 4155       10   discount           H
## 4156       10   discount           H
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## 4159       10   discount           H
## 4160       10   discount           H
## 4161       10   discount           H
## 4162       10   discount           H
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## 4166       10   discount           H
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## 4168       10   discount           H
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## 4170       10   discount           H
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## 4172       10   discount           H
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## 4182       10   discount           H
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## 4186       10   discount           H
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## 4188       10   discount           H
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## 4190       10   discount           H
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## 4192       10   discount           H
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## 4194       10   discount           H
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## 4196       10   discount           H
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## 4204       10   discount           H
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## 4215       10   discount           H
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## 4220       10   discount           H
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## 4225       10   discount           H
## 4226       10   discount           H
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## 4230       10   discount           H
## 4231       10   discount           H
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## 4234       10   discount           H
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## 4244       10   discount           H
## 4245       10   discount           H
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## 4254       10   discount           H
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## 4256       10   discount           H
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## 4266       10   discount           H
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## 4275       10   discount           H
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## 4641       10   discount           H
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## 4796       10   discount           H
## 4797       10   discount           H
## 4798       10   discount           H
## 4799       10   discount           H
## 4800       10   discount           H
## 4801       10   discount           H
## 4802       10   discount           H
## 4803       10   discount           H
## 4804       10   discount           H
## 4805       10   discount           H
## 4806       10   discount           H
## 4807       10   discount           H
## 4808       10   discount           H
## 4809       10   discount           H
## 4810       10   discount           H
## 4811       10   discount           H
## 4812       10   discount           H
## 4813       10   discount           H
## 4814       10   discount           H
## 4815       10   discount           H
## 4816       10   discount           H
## 4817       10   discount           H
## 4818       10   discount           H
## 4819       10   discount           H
## 4820       10   discount           H
## 4821       10   discount           H
## 4822       10   discount           H
## 4823       10   discount           H
## 4824       10   discount           H
## 4825       10   discount           H
## 4826       10   discount           H
## 4827       10   discount           H
## 4828       10   discount           H
## 4829       10   discount           H
## 4830       10   discount           H
## 4831       10   discount           H
## 4832       10   discount           H
## 4833       10   discount           H
## 4834       10   discount           H
## 4835       10   discount           H
## 4836       10   discount           H
## 4837       10   discount           H
## 4838       10   discount           H
## 4839       10   discount           H
## 4840       10   discount           H
## 4841       10   discount           H
## 4842       10   discount           H
## 4843       10   discount           H
## 4844       10   discount           H
## 4845       10   discount           H
## 4846       10   discount           H
## 4847       10   discount           H
## 4848       10   discount           H
## 4849       10   discount           H
## 4850       10   discount           H
## 4851       10   discount           H
## 4852       10   discount           H
## 4853       10   discount           H
## 4854       10   discount           H
## 4855       10   discount           H
## 4856       10   discount           H
## 4857       10   discount           H
## 4858       10   discount           H
## 4859       10   discount           H
## 4860       10   discount           H
## 4861       10   discount           H
## 4862       10   discount           H
## 4863       10   discount           H
## 4864       10   discount           H
## 4865       10   discount           H
## 4866       10   discount           H
## 4867       10   discount           H
## 4868       10   discount           H
## 4869       10   discount           H
## 4870       10   discount           H
## 4871       10   discount           H
## 4872       10   discount           H
## 4873       10   discount           H
## 4874       10   discount           H
## 4875       10   discount           H
## 4876       10   discount           H
## 4877       10   discount           H
## 4878       10   discount           H
## 4879       10   discount           H
## 4880       10   discount           H
## 4881       10   discount           H
## 4882       10   discount           H
## 4883       10   discount           H
## 4884       10   discount           H
## 4885       10   discount           H
## 4886       10   discount           H
## 4887       10   discount           H
## 4888       10   discount           H
## 4889       10   discount           H
## 4890       10   discount           H
## 4891       10   discount           H
## 4892       10   discount           H
## 4893       10   discount           H
## 4894       10   discount           H
## 4895       10   discount           H
## 4896       10   discount           H
## 4897       10   discount           H
## 4898       10   discount           H
## 4899       10   discount           H
## 4900       10   discount           H
## 4901       10   discount           H
## 4902       10   discount           H
## 4903       10   discount           H
## 4904       10   discount           H
## 4905       10   discount           H
## 4906       10   discount           H
## 4907       10   discount           H
## 4908       10   discount           H
## 4909       10   discount           H
## 4910       10   discount           H
## 4911       10   discount           H
## 4912       10   discount           H
## 4913       10   discount           H
## 4914       10   discount           H
## 4915       10   discount           H
## 4916       10   discount           H
## 4917       10   discount           H
## 4918       10   discount           H
## 4919       10   discount           H
## 4920       10   discount           H
## 4921       10   discount           H
## 4922       10   discount           H
## 4923       10   discount           H
## 4924       10   discount           H
## 4925       10   discount           H
## 4926       10   discount           H
## 4927       10   discount           H
## 4928       10   discount           H
## 4929       10   discount           H
## 4930       10   discount           H
## 4931       10   discount           H
## 4932       10   discount           H
## 4933       10   discount           H
## 4934       10   discount           H
## 4935       10   discount           H
## 4936       10   discount           H
## 4937       10   discount           H
## 4938       10   discount           H
## 4939       10   discount           H
## 4940       10   discount           H
## 4941       10   discount           H
## 4942       10   discount           H
## 4943       10   discount           H
## 4944       10   discount           H
## 4945       10   discount           H
## 4946       10   discount           H
## 4947       10   discount           H
## 4948       10   discount           H
## 4949       10   discount           H
## 4950       10   discount           H
## 4951       10   discount           H
## 4952       10   discount           H
## 4953       10   discount           H
## 4954       10   discount           H
## 4955       10   discount           H
## 4956       10   discount           H
## 4957       10   discount           H
## 4958       10   discount           H
## 4959       10   discount           H
## 4960       10   discount           H
## 4961       10   discount           H
## 4962       10   discount           H
## 4963       10   discount           H
## 4964       10   discount           H
## 4965       10   discount           H
## 4966       10   discount           H
## 4967       10   discount           H
## 4968       10   discount           H
## 4969       10   discount           H
## 4970       10   discount           H
## 4971       10   discount           H
## 4972       10   discount           H
## 4973       10   discount           H
## 4974       10   discount           H
## 4975       10   discount           H
## 4976       10   discount           H
## 4977       10   discount           H
## 4978       10   discount           H
## 4979       10   discount           H
## 4980       10   discount           H
## 4981       10   discount           H
## 4982       10   discount           H
## 4983       10   discount           H
## 4984       10   discount           H
## 4985       10   discount           H
## 4986       10   discount           H
## 4987       10   discount           H
## 4988       10   discount           H
## 4989       10   discount           H
## 4990       10   discount           H
## 4991       10   discount           H
## 4992       10   discount           H
## 4993       10   discount           H
## 4994       10   discount           H
## 4995       10   discount           H
## 4996       10   discount           H
## 4997       10   discount           H
## 4998       10   discount           H
## 4999       10   discount           H
## 5000       10   discount           H
## 5001       10   discount           H
## 5002       10   discount           H
## 5003       10   discount           H
## 5004       10   discount           H
## 5005       10   discount           H
## 5006       10   discount           H
## 5007       10   discount           H
## 5008       10   discount           H
## 5009       10   discount           H
## 5010       10   discount           H
## 5011       10   discount           H
## 5012       10   discount           H
## 5013       10   discount           H
## 5014       10   discount           H
## 5015       10   discount           H
## 5016       10   discount           H
## 5017       10   discount           H
## 5018       10   discount           H
## 5019       10   discount           H
## 5020       10   discount           H
## 5021       10   discount           H
## 5022       10   discount           H
## 5023       10   discount           H
## 5024       10   discount           H
## 5025       10   discount           H
## 5026       10   discount           H
## 5027       10   discount           H
## 5028       10   discount           H
## 5029       10   discount           H
## 5030       10   discount           H
## 5031       10   discount           H
## 5032       10   discount           H
## 5033       10   discount           H
## 5034       10   discount           H
## 5035       10   discount           H
## 5036       10   discount           H
## 5037       10   discount           H
## 5038       10   discount           H
## 5039       10   discount           H
## 5040       10   discount           H
## 5041       10   discount           H
## 5042       10   discount           H
## 5043       10   discount           H
## 5044       10   discount           H
## 5045       10   discount           H
## 5046       10   discount           H
## 5047       10   discount           H
## 5048       10   discount           H
## 5049       10   discount           H
## 5050       10   discount           H
## 5051       10   discount           H
## 5052       10   discount           H
## 5053       10   discount           H
## 5054       10   discount           H
## 5055       10   discount           H
## 5056       10   discount           H
## 5057       10   discount           H
## 5058       10   discount           H
## 5059       10   discount           H
## 5060       10   discount           H
## 5061       10   discount           H
## 5062       10   discount           H
## 5063       10   discount           H
## 5064       10   discount           H
## 5065       10   discount           H
## 5066       10   discount           H
## 5067       10   discount           H
## 5068       10   discount           H
## 5069       10   discount           H
## 5070       10   discount           H
## 5071       10   discount           H
## 5072       10   discount           H
## 5073       10   discount           H
## 5074       10   discount           H
## 5075       10   discount           H
## 5076       10   discount           H
## 5077       10   discount           H
## 5078       10   discount           H
## 5079       10   discount           H
## 5080       10   discount           H
## 5081       10   discount           H
## 5082       10   discount           H
## 5083       10   discount           H
## 5084       10   discount           H
## 5085       10   discount           H
## 5086       10   discount           H
## 5087       10   discount           H
## 5088       10   discount           H
## 5089       10   discount           H
## 5090       10   discount           H
## 5091       10   discount           H
## 5092       10   discount           H
## 5093       10   discount           H
## 5094       10   discount           H
## 5095       10   discount           H
## 5096       10   discount           H
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## 5100       10   discount           H
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## 5102       10   discount           H
## 5103       10   discount           H
## 5104       10   discount           H
## 5105       10   discount           H
## 5106       10   discount           H
## 5107       10   discount           H
## 5108       10   discount           H
## 5109       10   discount           H
## 5110       10   discount           H
## 5111       10   discount           H
## 5112       10   discount           H
## 5113       10   discount           H
## 5114       10   discount           H
## 5115       10   discount           H
## 5116       10   discount           H
## 5117       10   discount           H
## 5118       10   discount           H
## 5119       10   discount           H
## 5120       10   discount           H
## 5121       10   discount           H
## 5122       10   discount           H
## 5123       10   discount           H
## 5124       10   discount           H
## 5125       10   discount           H
## 5126       10   discount           H
## 5127       10   discount           H
## 5128       10   discount           H
## 5129       10   discount           H
## 5130       10   discount           H
## 5131       10   discount           H
## 5132       10   discount           H
## 5133       10   discount           H
## 5134       10   discount           H
## 5135       10   discount           H
## 5136       10   discount           H
## 5137       10   discount           H
## 5138       10   discount           H
## 5139       10   discount           H
## 5140       10   discount           H
## 5141       10   discount           H
## 5142       10   discount           H
## 5143       10   discount           H
## 5144       10   discount           H
## 5145       10   discount           H
## 5146       10   discount           H
## 5147       10   discount           H
## 5148       10   discount           H
## 5149       10   discount           H
## 5150       10   discount           H
## 5151       10   discount           H
## 5152       10   discount           H
## 5153       10   discount           H
## 5154       10   discount           H
## 5155       10   discount           H
## 5156       10   discount           H
## 5157       10   discount           H
## 5158       10   discount           H
## 5159       10   discount           H
## 5160       10   discount           H
## 5161       10   discount           H
## 5162       10   discount           H
## 5163       10   discount           H
## 5164       10   discount           H
## 5165       10   discount           H
## 5166       10   discount           H
## 5167       10   discount           H
## 5168       10   discount           H
## 5169       10   discount           H
## 5170       10   discount           H
## 5171       10   discount           H
## 5172       10   discount           H
## 5173       10   discount           H
## 5174       10   discount           H
## 5175       10   discount           H
## 5176       10   discount           H
## 5177       10   discount           H
## 5178       10   discount           H
## 5179       10   discount           H
## 5180       10   discount           H
## 5181       10   discount           H
## 5182       10   discount           H
## 5183       10   discount           H
## 5184       10   discount           H
## 5185       10   discount           H
## 5186       10   discount           H
## 5187       10   discount           H
## 5188       10   discount           H
## 5189       10   discount           H
## 5190       10   discount           H
## 5191       10   discount           H
## 5192       10   discount           H
## 5193       10   discount           H
## 5194       10   discount           H
## 5195       10   discount           H
## 5196       10   discount           H
## 5197       10   discount           H
## 5198       10   discount           H
## 5199       10   discount           H
## 5200       10   discount           H
## 5201       10   discount           H
## 5202       10   discount           H
## 5203       10   discount           H
## 5204       10   discount           H
## 5205       10   discount           H
## 5206       10   discount           H
## 5207       10   discount           H
## 5208       10   discount           H
## 5209       10   discount           H
## 5210       10   discount           H
## 5211       10   discount           H
## 5212       10   discount           H
## 5213       10   discount           H
## 5214       10   discount           H
## 5215       10   discount           H
## 5216       10   discount           H
## 5217       10   discount           H
## 5218       10   discount           H
## 5219       10   discount           H
## 5220       10   discount           H
## 5221       10   discount           H
## 5222       10   discount           H
## 5223       10   discount           H
## 5224       10   discount           H
## 5225       10   discount           H
## 5226       10   discount           H
## 5227       10   discount           H
## 5228       10   discount           H
## 5229       10   discount           H
## 5230       10   discount           H
## 5231       10   discount           H
## 5232       10   discount           H
## 5233       10   discount           H
## 5234       10   discount           H
## 5235       10   discount           H
## 5236       10   discount           H
## 5237       10   discount           H
## 5238       10   discount           H
## 5239       10   discount           H
## 5240       10   discount           H
## 5241       10   discount           H
## 5242       10   discount           H
## 5243       10   discount           H
## 5244       10   discount           H
## 5245       10   discount           H
## 5246       10   discount           H
## 5247       10   discount           H
## 5248       10   discount           H
## 5249       10   discount           H
## 5250       10   discount           H
## 5251       10   discount           H
## 5252       10   discount           H
## 5253       10   discount           H
## 5254       10   discount           H
## 5255       10   discount           H
## 5256       10   discount           H
## 5257       10   discount           H
## 5258       10   discount           H
## 5259       10   discount           H
## 5260       10   discount           H
## 5261       10   discount           H
## 5262       10   discount           H
## 5263       10   discount           H
## 5264       10   discount           H
## 5265       10   discount           H
## 5266       10   discount           H
## 5267       10   discount           H
## 5268       10   discount           H
## 5269       10   discount           H
## 5270       10   discount           H
## 5271       10   discount           H
## 5272       10   discount           H
## 5273       10   discount           H
## 5274       10   discount           H
## 5275       10   discount           H
## 5276       10   discount           H
## 5277       10   discount           H
## 5278       10   discount           H
## 5279       10   discount           H
## 5280       10   discount           H
## 5281       10   discount           H
## 5282       10   discount           H
## 5283       10   discount           H
## 5284       10   discount           H
## 5285       10   discount           H
## 5286       10   discount           H
## 5287       10   discount           H
## 5288       10   discount           H
## 5289       10   discount           H
## 5290       10   discount           H
## 5291       10   discount           H
## 5292       10   discount           H
## 5293       10   discount           H
## 5294       10   discount           H
## 5295       10   discount           H
## 5296       10   discount           H
## 5297       10   discount           H
## 5298       10   discount           H
## 5299       10   discount           H
## 5300       10   discount           H
## 5301       10   discount           H
## 5302       10   discount           H
## 5303       10   discount           H
## 5304       10   discount           H
## 5305       10   discount           H
## 5306       10   discount           H
## 5307       10   discount           H
## 5308       10   discount           H
## 5309       10   discount           H
## 5310       10   discount           H
## 5311       10   discount           H
## 5312       10   discount           H
## 5313       10   discount           H
## 5314       10   discount           H
## 5315       10   discount           H
## 5316       10   discount           H
## 5317       10   discount           H
## 5318       10   discount           H
## 5319       10   discount           H
## 5320       10   discount           H
## 5321       10   discount           H
## 5322       10   discount           H
## 5323       10   discount           H
## 5324       10   discount           H
## 5325       10   discount           H
## 5326       10   discount           H
## 5327       10   discount           H
## 5328       10   discount           H
## 5329       10   discount           H
## 5330       10   discount           H
## 5331       10   discount           H
## 5332       10   discount           H
## 5333       10   discount           H
## 5334       10   discount           H
## 5335       10   discount           H
## 5336       10   discount           H
## 5337       10   discount           H
## 5338       10   discount           H
## 5339       10   discount           H
## 5340       10   discount           H
## 5341       10   discount           H
## 5342       10   discount           H
## 5343       10   discount           H
## 5344       10   discount           H
## 5345       10   discount           H
## 5346       10   discount           H
## 5347       10   discount           H
## 5348       10   discount           H
## 5349       10   discount           H
## 5350       10   discount           H
## 5351       10   discount           H
## 5352       10   discount           H
## 5353       10   discount           H
## 5354       10   discount           H
## 5355       10   discount           H
## 5356       10   discount           H
## 5357       10   discount           H
## 5358       10   discount           H
## 5359       10   discount           H
## 5360       10   discount           H
## 5361       10   discount           H
## 5362       10   discount           H
## 5363       10   discount           H
## 5364       10   discount           H
## 5365       10   discount           H
## 5366       10   discount           H
## 5367       10   discount           H
## 5368       10   discount           H
## 5369       10   discount           H
## 5370       10   discount           H
## 5371       10   discount           H
## 5372       10   discount           H
## 5373       10   discount           H
## 5374       10   discount           H
## 5375       10   discount           H
## 5376       10   discount           H
## 5377       10   discount           H
## 5378       10   discount           H
## 5379       10   discount           H
## 5380       10   discount           H
## 5381       10   discount           H
## 5382       10   discount           H
## 5383       10   discount           H
## 5384       10   discount           H
## 5385       10   discount           H
## 5386       10   discount           H
## 5387       10   discount           H
## 5388       10   discount           H
## 5389       10   discount           H
## 5390       10   discount           H
## 5391       10   discount           H
## 5392       10   discount           H
## 5393       10   discount           H
## 5394       10   discount           H
## 5395       10   discount           H
## 5396       10   discount           H
## 5397       10   discount           H
## 5398       10   discount           H
## 5399       10   discount           H
## 5400       10   discount           H
## 5401       10   discount           H
## 5402       10   discount           H
## 5403       10   discount           H
## 5404       10   discount           H
## 5405       10   discount           H
## 5406       10   discount           H
## 5407       10   discount           H
## 5408       10   discount           H
## 5409       10   discount           H
## 5410       10   discount           H
## 5411       10   discount           H
## 5412       10   discount           H
## 5413       10   discount           H
## 5414       10   discount           H
## 5415       10   discount           H
## 5416       10   discount           H
## 5417       10   discount           H
## 5418       10   discount           H
## 5419       10   discount           H
## 5420       10   discount           H
## 5421       10   discount           H
## 5422       10   discount           H
## 5423       10   discount           H
## 5424       10   discount           H
## 5425       10   discount           H
## 5426       10   discount           H
## 5427       10   discount           H
## 5428       10   discount           H
## 5429       10   discount           H
## 5430       10   discount           H
## 5431       10   discount           H
## 5432       10   discount           H
## 5433       10   discount           H
## 5434       10   discount           H
## 5435       10   discount           H
## 5436       10   discount           H
## 5437       10   discount           H
## 5438       10   discount           H
## 5439       10   discount           H
## 5440       10   discount           H
## 5441       10   discount           H
## 5442       10   discount           H
## 5443       10   discount           H
## 5444       10   discount           H
## 5445       10   discount           H
## 5446       10   discount           H
## 5447       10   discount           H
## 5448       10   discount           H
## 5449       10   discount           H
## 5450       10   discount           H
## 5451       10   discount           H
## 5452       10   discount           H
## 5453       10   discount           H
## 5454       10   discount           H
## 5455       10   discount           H
## 5456       10   discount           H
## 5457       10   discount           H
## 5458       10   discount           H
## 5459       10   discount           H
## 5460       10   discount           H
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## 5462       10   discount           H
## 5463       10   discount           H
## 5464       10   discount           H
## 5465       10   discount           H
## 5466       10   discount           H
## 5467       10   discount           H
## 5468       10   discount           H
## 5469       10   discount           H
## 5470       10   discount           H
## 5471       10   discount           H
## 5472       10   discount           H
## 5473       10   discount           H
## 5474       10   discount           H
## 5475       10   discount           H
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##  [ reached 'max' / getOption("max.print") -- omitted 142923 rows ]

Categorical and Numerical variables of final df:

#checking numerical cols of final df
numerical_cols <- sapply(final, is.numeric)
numerical_colnames <- names(final)[numerical_cols]

categorical_colnames <- names(final)[!numerical_cols]

max_length <- max(length(numerical_colnames), length(categorical_colnames))

numerical_colnames <- c(numerical_colnames, rep(NA, max_length - length(numerical_colnames)))
categorical_colnames <- c(categorical_colnames, rep(NA, max_length - length(categorical_colnames)))
var_df <- data.frame(Numeric = numerical_colnames, Categorical = categorical_colnames)

print(var_df)

##          Numeric      Categorical
## 1   days_elapsed       value_data
## 2  hours_elapsed      customer_id
## 3            age            event
## 4         income        value_key
## 5         reward           gender
## 6     difficulty became_member_on
## 7       duration        age_group
## 8           <NA>         channels
## 9           <NA>       offer_type
## 10          <NA>      offer_alias

EDA on transcripts data:

library(ezids)

## Warning in !is.null(rmarkdown::metadata$output) && rmarkdown::metadata$output
## %in% : 'length(x) = 2 > 1' in coercion to 'logical(1)'

# Get value counts for the 'event' column
event_value_counts <- table(df_cust_offer$event)

# Print the value counts
xkabledply(event_value_counts)

Table

	V1
offer completed	33579
offer received	76277
offer viewed	57725
transaction	138953

# EDA on event occurences
# Load the required libraries
library(ggplot2)

## Warning: package 'ggplot2' was built under R version 4.2.3

library(plotly)

## Warning: package 'plotly' was built under R version 4.2.3

## 
## Attaching package: 'plotly'

## The following object is masked from 'package:ggplot2':
## 
##     last_plot

## The following object is masked from 'package:stats':
## 
##     filter

## The following object is masked from 'package:graphics':
## 
##     layout

# Create a data frame from the event counts
event_counts_df <- data.frame(event = names(event_value_counts), count = as.numeric(event_value_counts))

# Define a vector of colors for  four events
event_colors <- c("Coral", "Cyan", "Magenta", "Turquoise")

# Create a ggplot2 bar chart 
p <- ggplot(event_counts_df, aes(x = event, y = count, fill = event)) +
  geom_bar(stat = "identity") +
  scale_fill_manual(values = event_colors) +
  labs(title = "Event Distribution", x = "Event", y = "Count") +
  theme_minimal() +
  scale_y_continuous(breaks = seq(0, max(event_counts_df$count), by = 20000)) +
  coord_flip() +
  theme(panel.border = element_rect(color = "black", fill = NA),
        panel.grid = element_blank(),
        axis.text.x = element_text(face = "bold", color = "black"),
        axis.text.y = element_text(face = "bold", color = "black")) 

# Make the ggplot2 chart interactive using plotly
interactive_plot <- ggplotly(p)

# Display the interactive plot
interactive_plot

Observations:

1. The dataset contains 138,953 transactions, which is more than four times the number of completed offers. This suggests that many customers made multiple purchases without the influence of an offer. This indicates a high level of customer loyalty, which is expected, given that Starbucks primarily offers fast-moving consumer goods such as coffee and food.

2. During the campaign month, around 76,277 offers were sent to customers, and a remarkable 76% of these offers were viewed by customers. This high view rate reflects active customer engagement and suggests that the promotional slogans and design were effective in attracting customer attention.

3. And 33,579 offers were completed, accounting for 58% of the viewed offers and 44% of all the offers sent. This relatively high offer completion rate is indicative of strong customer loyalty, likely indicating a substantial number of regular customers who regularly participate in Starbucks’ promotions.

#Print min and max of days elapsed
min_days_elapsed <- min(df_cust_offer$days_elapsed)
max_days_elapsed <- max(df_cust_offer$days_elapsed)

cat("Minimum days_elapsed:", min_days_elapsed, "\n")

## Minimum days_elapsed: 0

cat("Maximum days_elapsed:", max_days_elapsed, "\n")

## Maximum days_elapsed: 29.75

#Print min and max of hours elapsed
min_hours_elapsed <- min(df_cust_offer$hours_elapsed)
max_hours_elapsed <- max(df_cust_offer$hours_elapsed)

cat("Minimum hours_elapsed:", min_hours_elapsed, "\n")

## Minimum hours_elapsed: 0

cat("Maximum hourss_elapsed:", max_hours_elapsed, "\n")

## Maximum hourss_elapsed: 714

# Events occurence over time histogram
library(ggplot2)
library(plotly)

# Create the histogram
hist_plot <- ggplot(df_cust_offer, aes(x = days_elapsed)) +
  geom_histogram(
    bins = 30,
    fill = "blue",
    color = "lightblue",
    alpha = 0.7,
    linewidth = 0.5
  ) +
  labs(
    x = "Days",
    y = "Events Count",
    title = "Events Occurrence over Time"
  ) +
  theme_minimal() +
  theme(
    axis.text = element_text(size = 14),
    axis.title = element_text(size = 14),
    plot.title = element_text(size = 16),
    panel.border = element_rect(color = "black", fill = NA, linewidth = 0.5),
    panel.grid.major = element_blank(),
    panel.grid.minor = element_blank()
  )

# Create an interactive plot
interactive_plot <- ggplotly(hist_plot, tooltip = "count") %>%
  highlight_key(~count)

# Display the interactive plot
interactive_plot

The above plot reveals six distinct peaks of events during the campaign, primarily associated with the reception of offers, followed by subsequent events like offer views, completions, and purchases.

##Event Occurrences Across Time - A Detailed Analysis

# Libraries
library(dplyr)

# Subset the data for each event type and count occurrences per hour
viewed_hourly <- df_cust_offer %>%
  filter(event == 'offer viewed') %>%
  group_by(hours_elapsed) %>%
  summarize(count = n()) %>%
  arrange(hours_elapsed)

completed_hourly <- df_cust_offer %>%
  filter(event == 'offer completed') %>%
  group_by(hours_elapsed) %>%
  summarize(count = n()) %>%
  arrange(hours_elapsed)

transaction_hourly <- df_cust_offer %>%
  filter(event == 'transaction') %>%
  group_by(hours_elapsed) %>%
  summarize(count = n()) %>%
  arrange(hours_elapsed)

# Print the number of events for each type
cat("Number of 'offer viewed' events:", nrow(viewed_hourly), "\n")

## Number of 'offer viewed' events: 120

cat("Number of 'offer completed' events:", nrow(completed_hourly), "\n")

## Number of 'offer completed' events: 120

cat("Number of 'transaction' events:", nrow(transaction_hourly), "\n")

## Number of 'transaction' events: 120

# Compare index values between viewed_hourly and completed_hourly
matches_viewed_completed <- sum(viewed_hourly$hours_elapsed %in% completed_hourly$hours_elapsed)

# Compare index values between completed_hourly and transaction_hourly
matches_completed_transaction <- sum(completed_hourly$hours_elapsed %in% transaction_hourly$hours_elapsed)

# Print the results
cat("Number of matches between 'viewed_hourly' and 'completed_hourly':", matches_viewed_completed, "\n")

## Number of matches between 'viewed_hourly' and 'completed_hourly': 120

cat("Number of matches between 'completed_hourly' and 'transaction_hourly':", matches_completed_transaction, "\n")

## Number of matches between 'completed_hourly' and 'transaction_hourly': 120

The indices of all three Series are the same, signifying the hours elapsed since the campaign began. Now we can conveniently create plots to illustrate how events are distributed over time.

EDA on Customer Data:

What is the profile of the customer base, including their gender distribution, age distribution, and income range, and how do these factors relate to each other?

Univariate Analysis - age

# Create a side-by-side boxplot and histogram
par(mfrow = c(1, 2), mar = c(5, 4, 4, 2))
boxplot(customers$age, xlab = "Age", main = "Boxplot", col = "lightblue")
hist(customers$age, xlab = "Age", main = "Histogram", col = "lightblue")

# Adjust axis label sizes
par(cex.lab = 1.5)

# Print descriptive statistics
summary(customers$age)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   18.00   42.00   55.00   54.39   66.00  101.00

age_sd <- sd(customers$age)

# Print the standard deviation
cat("Standard Deviation of Age:", age_sd, "\n")

## Standard Deviation of Age: 17.38371

Observations:

• The customer age range spans from 18 years as the youngest to 101 years as the oldest.

• The distribution of customer ages appears to approximate a normal distribution, with a mean and standard deviation of approximately 54 and 17, respectively.

Univariate Analysis - gender

library(ggplot2)
library(plotly)

# Create a data frame with the count of each gender category
gender_counts <- table(customers$gender)

# Calculate percentages
gender_percentages <- round((gender_counts / sum(gender_counts)) * 100, 1)

# Define custom colors
custom_colors <- c("#FF6F61", "#6B5B95", "#88B04B")  # You can use any color codes you like

# Create the 3D pie chart
pie_chart <- plot_ly(
  labels = names(gender_counts),
  values = gender_counts,
  type = "pie",
  textinfo = "label+percent",
  marker = list(colors = custom_colors),
  pull = c(0.1, 0.1, 0.2)  # Adjust pull for exploding wedges
) %>%
  layout(
    title = "Gender Distribution",
    scene = list(
      aspectmode = "cube",  # Center the chart
      camera = list(eye = list(x = 1.25, y = 1.25, z = 0.85))  # 3D view settings
    ),
    showlegend = FALSE
  )

# Display the 3D pie chart
pie_chart

Observations: The customer base consists of a larger proportion of males (57.2%) compared to females (41.3%), with a minor representation (1.4%) from customers identifying with other genders.

library(ggplot2)

# Calculate age group percentages
age_group_percentage <- round(prop.table(table(customers$age_group)) * 100, 1)

# Create the bar plot
ggplot(data = NULL, aes(x = names(age_group_percentage), y = age_group_percentage)) +
  geom_bar(stat = "identity", fill = "lightblue") +
  labs(x = "Age", y = "Percentage %", title = "Age Distribution") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1, size = 12)) +
  geom_text(aes(label = paste0(age_group_percentage, "%")), position = position_stack(vjust = 0.5), size = 4) +
  scale_y_continuous(breaks = seq(0, 25, 5)) +
  coord_flip()

Observations:

• The largest age group among customers is 56-65 years old, closely followed by the 46-55 years old group.

• The third largest age group consists of customers aged 66-75 years.

• Collectively, the top three age groups represent approximately 60% of the customer base.

• This distribution is logical as individuals between 46 and 75 years of age tend to have more available time to visit cafes compared to younger age groups.

• Additionally, they typically have better mobility than those above 75 years old, making them more likely to be cafe customers.

Univariate Analysis - income

# Set up the layout with 1 row and 2 columns for the plots
par(mfrow = c(1, 2), mar = c(5, 4, 4, 2))

# Create a boxplot for income
boxplot(customers$income, xlab = "Income", main = "Boxplot", col = "lightblue")

# Create a histogram for income
hist(customers$income, xlab = "Income", main = "Histogram", col = "lightblue")

# Adjust label sizes
par(cex.lab = 1.5)

# Print descriptive statistics for income
summary(customers$income)

##    Min. 1st Qu.  Median    Mean 3rd Qu.    Max. 
##   30000   49000   64000   65405   80000  120000

Dividing customers into income groups

# Create a new column `income_group`
customers$income_group <- cut(customers$income,
  breaks = c(min(customers$income), 45000, 60000, 75000, 90000, 105000, max(customers$income)),
  labels = c('30-45k', '45-60k', '60-75k', '75-90k', '90-105k', '> 105k')
)

# Calculate income group percentages
income_group_percentage <- round(table(customers$income_group) / nrow(customers) * 100, 1)

# Create a barplot
bp <- barplot(income_group_percentage, 
              main = "Income Group Distribution",
              xlab = "Income Group",
              ylab = "Percentage",
              col = "skyblue",
              names.arg = levels(customers$income_group),
              ylim = c(0, max(income_group_percentage) + 5)
)

# Add percentages within the bars
text(x = bp, y = income_group_percentage + 2, labels = paste(income_group_percentage, "%"), pos = 3)

# Add a legend
legend("topright", legend = paste(levels(customers$income_group), " (", income_group_percentage, "%)"), fill = "skyblue", bty = "n")

Observations:

• Customer Income Range: The income of customers spans from 30k to 120k, with an average income of 65.4k.

• Dominant Income Groups: The top two income groups are those earning 60-75k and 45-60k annually, collectively representing around 50% of the customer base.

• Resemblance to Population: The income distribution among customers closely mirrors that of the general population. However, individuals with very low income might face challenges affording frequent visits to cafes, while those with extremely high income might opt for alternative coffee enjoyment methods.

Bivariate Analysis - age vs gender

# Load the ggplot2 library
library(ggplot2)

# Create a 2D scatterplot with additional aesthetics
ggplot(customers, aes(x = gender, y = age, color = gender)) +
  geom_jitter(width = 0.3, alpha = 0.7, size = 1) +  # Adjust point size for a 3D effect
  labs(title = "Scatterplot of Age vs Gender", x = "Gender", y = "Age") +
  scale_color_manual(values = c("#E41A1C", "#377EB8", "#4DAF4A")) +  # Custom colors
  theme_minimal() +
  theme(plot.title = element_text(hjust = 0.5), 
        panel.grid.major.y = element_line(color = "gray90"),
        axis.text.x = element_text(angle = 45, hjust = 1))  # Rotate x-axis labels for better visibility

Observations:

• Women are more likely to visit Starbucks than men. This is because there are more women in the 20-30 age range, which is the most common age range for Starbucks customers.

• Men are more likely to visit Starbucks in their 40s and 50s, while women are more likely to visit Starbucks in their 30s and 40s.

• There is a slight correlation between age and gender, with younger customers being more likely to be female and older customers being more likely to be male.

Bivariate Analysis - income vs gender

# Calculate the mean income for females
mean_income_female <- mean(customers$income[customers$gender == "F"], na.rm = TRUE)

# Calculate the mean income for males
mean_income_male <- mean(customers$income[customers$gender == "M"], na.rm = TRUE)

mean_income_others <- mean(customers$income[customers$gender == "O"], na.rm = TRUE)
# Print the results
cat("Mean Income for Females: $", round(mean_income_female, 2), "\n")

## Mean Income for Females: $ 71306.41

cat("Mean Income for Males: $", round(mean_income_male, 2), "\n")

## Mean Income for Males: $ 61194.6

cat("Mean Income for Males: $", round(mean_income_others, 2), "\n")

## Mean Income for Males: $ 63287.74

# Load the ggplot2 library
library(ggplot2)

# Create a scatterplot
ggplot(customers, aes(x = gender, y = income, color = gender)) +
  geom_jitter(width = 0.3, alpha = 0.7, size = 1) +
  labs(title = "Scatterplot of Income vs Gender", x = "Gender", y = "Income") +
  scale_color_manual(values = c("#E41A1C", "#377EB8", "#4DAF4A")) +  # Custom colors
  theme_minimal() +
  theme(plot.title = element_text(hjust = 0.5),
        panel.grid.major.y = element_line(color = "gray90"),
        axis.text.x = element_text(angle = 45, hjust = 1))

Observations:

• Male customers have a right-skewed income distribution, indicating that a larger proportion of male customers falls within the lower half of the income spectrum among the company’s customer base.

• Female customers have a significantly higher average income compared to customers of other genders. This disparity in income may be attributed to the assumption that female customers, on average, are older than customers in other gender groups.

• On average, female customers have an income of $71,000, while male customers have an average income of $61,000. Customers of other genders have an average income of $63,000.

Bivariate Analysis - income vs age

# Load required libraries
library(ggplot2)
library(dplyr)

# Create a summary dataframe
summary_data <- customers %>%
  group_by(age_group) %>%
  summarize(mean_income = mean(income))

# Create the barplot
ggplot(summary_data, aes(x = age_group, y = mean_income, fill = age_group)) +
  geom_bar(stat = "identity") +
  labs(x = "Age Group", y = "Income") +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, hjust = 1))  # Rotate x-axis labels for better readability

Observations:

• Customers in the two younger age groups (18-35 years old) have an average annual income of approximately $51,000 USD.

• The middle age groups (36-55 years old) exhibit an average annual income of about $65,000 USD.

• All age groups above 56 years old display very similar average annual incomes, hovering around $70,000 USD.

• On average, older customers of the company tend to have higher incomes.

• The company’s customers across all age groups have substantially higher average incomes compared to the median income of US citizens in 2018, which stood at $30,119 USD.

• The use of the 2018 median income as a benchmark is justified because the dataset contains records only up to July 2018, and customer profile data, including income, is typically not frequently updated. Hence, it’s more relevant to compare customer income with the population’s income in the year they last became members.

income vs gender vs age

# Load necessary libraries
library(plotly)
library(dplyr)

# Create a 3D scatterplot with Plotly
scatter_3d <- customers %>%
  plot_ly(x = ~age, y = ~income, z = ~gender, color = ~gender, colors = c("#E41A1C", "#377EB8", "#4DAF4A"),
          type = "scatter3d", mode = "markers",
          marker = list(size = 2)) %>%
  layout(scene = list(xaxis = list(title = "Age"),
                     yaxis = list(title = "Income"),
                     zaxis = list(title = "Gender")))

# Show the 3D scatterplot
scatter_3d

Observation:

• Income tends to increase with age for both men and women. This is evident from the fact that the scatterplot shows a general upward trend from left to right.

• Another interesting thing we can observe is that female customers with higher incomes, on average, are older than customers in other gender groups.

Answer to SMART question based on the above analysis:

->The customer base consists of a larger proportion of males (57.2%) compared to females (41.3%), with a minor representation (1.4%) from customers identifying with other genders. The customer age range spans from 18 years as the youngest to 101 years as the oldest. The income of customers spans from 30k to 120k, with an average income of 65.4k. The income distribution closely mirrors that of the general population. There is a logical relationship between age and cafe visits, as individuals between 46 and 75 years tend to have more available time to visit cafes. The income distribution varies between genders, with females having higher average incomes.

How has the customer base evolved over time, both in terms of new member sign-ups and member growth, and are there any notable trends or changes?

Univariate Analysis - became_member_on

library(dplyr)
library(lubridate)

## Warning: package 'lubridate' was built under R version 4.2.3

## 
## Attaching package: 'lubridate'

## The following objects are masked from 'package:base':
## 
##     date, intersect, setdiff, union

# Create a new data frame df_member
df_member <- customers %>%
  select(id, became_member_on)

# Add columns `year`, `month`, `day_of_week`
df_member <- df_member %>%
  mutate(
    year = year(became_member_on),
    month = month(became_member_on),
    day = day(became_member_on),
    month_name = month(became_member_on, label = TRUE),
    day_of_week = wday(became_member_on, label = TRUE),
    day_name = wday(became_member_on, label = TRUE, abbr = FALSE)
  )

head(df_member, 3)

##                                 id became_member_on year month day month_name
## 1 0610b486422d4921ae7d2bf64640c50b       2017-07-15 2017     7  15        Jul
## 2 78afa995795e4d85b5d9ceeca43f5fef       2017-05-09 2017     5   9        May
## 3 e2127556f4f64592b11af22de27a7932       2018-04-26 2018     4  26        Apr
##   day_of_week day_name
## 1         Sat Saturday
## 2         Tue  Tuesday
## 3         Thu Thursday

# Load the ggplot2 library if not already loaded
library(ggplot2)

# Create a count plot with detailed customization and values
ggplot(data = df_member, aes(x = year, fill = factor(year))) +
  geom_bar(color = "black", width = 0.7, position = "dodge") +
  geom_text(aes(label = after_stat(count)), stat = "count", vjust = -0.5, size = 4, color = "black") +
  scale_fill_brewer(palette = "Set1") +  # Use a predefined color palette
  labs(title = "Number of New Members by Year", x = "Year", y = "Count") +
  theme_minimal() +
  theme(axis.text.x = element_text(size = 12, angle = 45, hjust = 1),
        axis.text.y = element_text(size = 12),
        axis.title.x = element_text(size = 14),
        axis.title.y = element_text(size = 14
        )
  )

Daily member growth:

# Load the required libraries if not already loaded
library(dplyr)
library(tidyr)

## Warning: package 'tidyr' was built under R version 4.2.3

# Create a time series with the number of new members on each day
df_member_growth <- df_member %>%
  count(became_member_on) %>%
  arrange(became_member_on) %>%
  rename(`Number of New Members` = n)

# Assuming df_member_growth is already defined
# Create four phases with different daily growth

# Phase 1: '2013-july' to '2015-july'
phase_1 <- df_member_growth %>%
  filter(became_member_on >= as.Date('2013-07-01') & became_member_on <= as.Date('2015-07-31'))

len_phase_1 <- nrow(phase_1)
mean_phase_1 <- mean(phase_1$`Number of New Members`)

# Phase 2: '2015-august' to '2017-july'
phase_2 <- df_member_growth %>%
  filter(became_member_on >= as.Date('2015-08-01') & became_member_on <= as.Date('2017-07-31'))

len_phase_2 <- nrow(phase_2)
mean_phase_2 <- mean(phase_2$`Number of New Members`)

# Phase 3: '2017-august' to '2018-jan'
phase_3 <- df_member_growth %>%
  filter(became_member_on >= as.Date('2017-08-01') & became_member_on <= as.Date('2018-01-31'))

len_phase_3 <- nrow(phase_3)
mean_phase_3 <- mean(phase_3$`Number of New Members`)

# Phase 4: '2018-feb' to '2018-july'
phase_4 <- df_member_growth %>%
  filter(became_member_on >= as.Date('2018-02-01') & became_member_on <= as.Date('2018-07-31'))

len_phase_4 <- nrow(phase_4)
mean_phase_4 <- mean(phase_4$`Number of New Members`)

# Load the ggplot2 library if not already loaded
library(ggplot2)

# Define the means and lengths for each phase
mean_phases <- c(mean_phase_1, mean_phase_2, mean_phase_3, mean_phase_4)
len_phases <- c(len_phase_1, len_phase_2, len_phase_3, len_phase_4)

# Create a data frame with phase information
phase_info <- data.frame(
  phase = c("Phase 1", "Phase 2", "Phase 3", "Phase 4"),
  start_date = as.Date(c('2013-07-01', '2015-08-01', '2017-08-01', '2018-02-01')),
  end_date = as.Date(c('2015-07-31', '2017-07-31', '2018-01-31', '2018-07-31')),
  mean = mean_phases
)

# Create the plot with phases and mean values
ggplot(data = df_member_growth) +
  geom_line(aes(x = became_member_on, y = `Number of New Members`)) +
  geom_hline(data = phase_info, aes(yintercept = mean), linetype = "dashed", color = "red", size = 1) +
  geom_vline(data = phase_info, aes(xintercept = start_date), linetype = "dotted", color = "blue", size = 1) +
  geom_vline(data = phase_info, aes(xintercept = end_date), linetype = "dotted", color = "blue", size = 1) +
  labs(
    x = "Date",
    y = "Number of New Members",
    title = "Daily Member Growth",
    subtitle = "Phase-wise",
    caption = "Red dashed lines represent mean values for each phase"
  ) +
  scale_x_date(date_labels = "%Y-%b", date_breaks = "3 months") +
  theme_minimal() +
  theme(
    plot.title = element_text(size = 20, face = "bold"),
    axis.title = element_text(size = 16),
    axis.text.x = element_text(size = 14, angle = 45, hjust = 1),
    axis.text.y = element_text(size = 14),
    legend.position = "none"  # Hide the legend
  )

## Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
## ℹ Please use `linewidth` instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

Observations:

• The dataset includes customers who became members between July 2013 and July 2018.

• Only a small percentage of customers (approximately 2.2%) chose to become members from 2013 to the middle of 2015.

• The number of new members started to increase significantly from the middle of 2015 and experienced a substantial growth spike from the middle of 2017. This suggests that the company likely executed successful campaigns during these periods, resulting in a significant boost in member growth.

• However, in early 2018, there was a noticeable decline in daily member growth, with a 31% decrease (from 24.4 to 16.8). This drop may indicate that new strategies implemented during that time had a negative impact on member growth.

Member growth by Month:

# Load the ggplot2 library if not already loaded
library(ggplot2)

# Create a detailed and rainbow-colored count plot
ggplot(data = df_member, aes(x = month_name)) +
  geom_bar(fill = rainbow(length(unique(df_member$month_name)), s = 0.7, v = 0.8), color = "black", width = 0.7) +
  labs(
    title = "Number of New Members by Month",
    x = "Count",
    y = "Month"
  ) +
  scale_fill_identity() +
  theme_minimal() +
  theme(
    axis.text.x = element_text(size = 12, angle = 45, hjust = 1),
    axis.text.y = element_text(size = 12),
    axis.title.x = element_text(size = 14)
  )

Member growth by weekday:

# Load the ggplot2 library if not already loaded
library(ggplot2)

# Create a custom color palette
my_colors <- c("#3498db", "#e74c3c", "#2ecc71", "#f1c40f", "#9b59b6", "#e67e22", "#1abc9c")

# Create a detailed and appealing count plot by weekday
ggplot(data = df_member, aes(x = factor(day_name, levels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday"))) ) +
  geom_bar(fill = my_colors, color = "black", width = 0.7) +
  labs(
    title = "Number of New Members by Weekday",
    x = "Count",
    y = "Weekday"
  ) +
  scale_x_discrete(labels = c("Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday", "Sunday")) +
  theme_minimal() +
  theme(
    axis.text.x = element_text(size = 12, angle = 45, hjust = 1),
    axis.text.y = element_text(size = 12),
    axis.title.x = element_text(size = 14)
  )

Observations:

• August, October, and December experienced the highest influx of new members, with August leading the way.

• Conversely, February had the lowest average number of new members, indicating a drop in membership during this month.

• Weekends, unsurprisingly, had higher member growth compared to weekdays. Among weekdays, Tuesday showed the highest member growth.

• On average, Friday had the fewest new members, making it the day with the lowest member sign-ups.

Answer to SMART question based on the above analysis:

-> The dataset includes customers who became members between July 2013 and July 2018. Daily member growth increased significantly from the middle of 2015, with a substantial spike in growth from the middle of 2017, suggesting successful campaigns during these periods. However, there was a noticeable decline in early 2018, indicating that new strategies implemented at that time may have had a negative impact on member growth. August, October, and December experienced the highest influx of new members, with weekends and Tuesdays showing higher member growth. The data indicates fluctuations in member growth over time.

df_offers

##    reward                             channels difficulty duration
## 1       5           ['web', 'email', 'mobile']          5        7
## 2       5 ['web', 'email', 'mobile', 'social']          5        5
## 3      10        ['email', 'mobile', 'social']         10        7
## 4      10 ['web', 'email', 'mobile', 'social']         10        5
## 5       3 ['web', 'email', 'mobile', 'social']          7        7
## 6       2 ['web', 'email', 'mobile', 'social']         10       10
## 7       2           ['web', 'email', 'mobile']         10        7
## 8       5                     ['web', 'email']         20       10
## 9       0           ['web', 'email', 'mobile']          0        4
## 10      0        ['email', 'mobile', 'social']          0        3
##       offer_type                               id offer_alias
## 1           bogo 9b98b8c7a33c4b65b9aebfe6a799e6d9           A
## 2           bogo f19421c1d4aa40978ebb69ca19b0e20d           B
## 3           bogo ae264e3637204a6fb9bb56bc8210ddfd           C
## 4           bogo 4d5c57ea9a6940dd891ad53e9dbe8da0           D
## 5       discount 2298d6c36e964ae4a3e7e9706d1fb8c2           E
## 6       discount fafdcd668e3743c1bb461111dcafc2a4           F
## 7       discount 2906b810c7d4411798c6938adc9daaa5           G
## 8       discount 0b1e1539f2cc45b7b9fa7c272da2e1d7           H
## 9  informational 3f207df678b143eea3cee63160fa8bed           I
## 10 informational 5a8bc65990b245e5a138643cd4eb9837           J

head(df_cust_offer)

##                        customer_id          event days_elapsed hours_elapsed
## 1 78afa995795e4d85b5d9ceeca43f5fef offer received            0             0
## 2 a03223e636434f42ac4c3df47e8bac43 offer received            0             0
## 3 e2127556f4f64592b11af22de27a7932 offer received            0             0
## 4 8ec6ce2a7e7949b1bf142def7d0e0586 offer received            0             0
## 5 68617ca6246f4fbc85e91a2a49552598 offer received            0             0
## 6 389bc3fa690240e798340f5a15918d5c offer received            0             0
##   value_key                       value_data
## 1  offer id 9b98b8c7a33c4b65b9aebfe6a799e6d9
## 2  offer id 0b1e1539f2cc45b7b9fa7c272da2e1d7
## 3  offer id 2906b810c7d4411798c6938adc9daaa5
## 4  offer id fafdcd668e3743c1bb461111dcafc2a4
## 5  offer id 4d5c57ea9a6940dd891ad53e9dbe8da0
## 6  offer id f19421c1d4aa40978ebb69ca19b0e20d

library(dplyr)

# Create a dataframe that only contains events about offers
df_event <- df_cust_offer %>% filter(event != "transaction")

# Merge df_event with df_offers
event_offer <- df_event %>% 
  left_join(df_offers, by = c("value_data" = "id")) %>%
  select(
    customer_id, event, offer_alias, reward, channels, difficulty,
    duration, offer_type, days_elapsed
  )

head(event_offer)

##                        customer_id          event offer_alias reward
## 1 78afa995795e4d85b5d9ceeca43f5fef offer received           A      5
## 2 a03223e636434f42ac4c3df47e8bac43 offer received           H      5
## 3 e2127556f4f64592b11af22de27a7932 offer received           G      2
## 4 8ec6ce2a7e7949b1bf142def7d0e0586 offer received           F      2
## 5 68617ca6246f4fbc85e91a2a49552598 offer received           D     10
## 6 389bc3fa690240e798340f5a15918d5c offer received           B      5
##                               channels difficulty duration offer_type
## 1           ['web', 'email', 'mobile']          5        7       bogo
## 2                     ['web', 'email']         20       10   discount
## 3           ['web', 'email', 'mobile']         10        7   discount
## 4 ['web', 'email', 'mobile', 'social']         10       10   discount
## 5 ['web', 'email', 'mobile', 'social']         10        5       bogo
## 6 ['web', 'email', 'mobile', 'social']          5        5       bogo
##   days_elapsed
## 1            0
## 2            0
## 3            0
## 4            0
## 5            0
## 6            0

# Drop the 'dict_value' column, as 'offer_alias' provides the offer identifier
#event_offer <- event_offer %>% select(-value_data)

# Filter the events for 'offer received' and 'offer completed'
offer_received <- event_offer[event_offer$event == 'offer received', ]
offer_completed <- event_offer[event_offer$event == 'offer completed', ]

# Count the number of times each offer is received and completed
p0 <- table(offer_received$offer_alias)
p2 <- table(offer_completed$offer_alias)

# Ensure both p0 and p2 have the same names
combined_names <- intersect(names(p0), names(p2))
p0 <- p0[combined_names]
p2 <- p2[combined_names]

# Calculate the overall completion rate
overall_complete_rate <- (p2 / p0)*100

# Sort the overall completion rate in descending order
overall_complete_rate <- overall_complete_rate[order(overall_complete_rate*100, decreasing = TRUE)]

print(overall_complete_rate)

## 
##        F        E        B        A        G        C        H        D 
## 69.98815 67.43395 56.74283 56.71486 52.63365 48.15879 44.60094 43.86935

# Install and load necessary packages
library(ggplot2)

# Create a data frame for visualization
completion_data <- data.frame(
  Offer = names(overall_complete_rate),
  CompletionRate <- overall_complete_rate
)

completion_data <- completion_data %>% arrange(desc(CompletionRate))

# Create the bar plot
ggplot(completion_data, aes(x = Offer, y = CompletionRate)) +
  geom_bar(stat = "identity", fill = "skyblue") +
  theme_minimal() +
  labs(
    title = "Overall Completion Rate %",
    x = "Offer",
    y = "Percentage",
    ylim(0, 1.2),
    y.axis.text = c('0%', '20%', '40%', '60%', '80%', '100%')
  ) +
  theme(axis.text.x = element_text(angle = 45, hjust = 1)+
            geom_text(aes(label = scales::percent(CompletionRate, scale = 100)), vjust = -0.5, size = 4)+
          scale_y_continuous(labels = scales::percent_format(scale = 1), breaks = seq(0, 1, by = 0.2)) ) # Format y-axis as percentage

## Don't know how to automatically pick scale for object of type <table>.
## Defaulting to continuous.

  # Add data labels
  # Rotate x-axis labels

Note that Offers I and J are excluded from the plot because they are informational offers and, as a result, they do not have any ‘offer completed’ events associated with them.

Observations: 1. With remarkable completion rates of 70%, 67.4%, and 56.7%, respectively, are Offer F, Offer E, and Offer B. These incentives worked quite well to motivate clients to do the related duties. 2. Offer D, on the other hand, had the lowest completion rate of approximately 44%. This implies that, in comparison to the best offers, this one could not have been as enticing or successful in drawing in clients.

# Filter the event_offer data frame for 'offer received' events
offer_received <- event_offer[event_offer$event == 'offer received', ]

# Count the number of times each offer was received
p0 <- table(offer_received$offer_alias)

# Create a data frame for visualization
offer_received_data <- data.frame(
  Offer = names(p0),
  Count = as.numeric(p0)
)

bar_color <- "#D68060"

# Create the bar plot 
barplot(p0, 
        names.arg = names(p0), 
        col = bar_color, 
        border = "black",  # Add a black border
        xlab = 'Offers', 
        ylab = 'Count of Offers',
        main = 'Offer Received',
        cex.main = 1.8, 
        cex.lab = 1.5, 
        cex.axis = 1.2)

Observation: Each of the ten offers received a similar number of times, with approximately 7,600 receptions for each offer. The distribution of offer receptions was consistent, indicating that there was no significant discrepancy in how often different offers were received by customers.

# Number of offers
num_offers <- nrow(df_offers)

# Create an empty data frame to store the counts
each_offer_received <- data.frame(matrix(ncol = num_offers))
colnames(each_offer_received) <- LETTERS[1:num_offers]

# Loop through the offers and count how many times each offer was received on each day
for (i in 1:num_offers) {
  offer_alias <- LETTERS[i]
  offer_received_counts <- table(df_event[df_event$offer_alias == offer_alias, "days_since_start"])
  each_offer_received[, i] <- offer_received_counts
}

# Set row names explicitly
row_names <- paste0('Day', unique(df_event$days_since_start))
rownames(each_offer_received) <- row_names

# Subset the data for 'offer viewed' events
offer_viewed <- event_offer[event_offer$event == "offer viewed", ]

# Count the number of times each offer was viewed
p1 <- table(offer_viewed$offer_alias)

# Calculate the view rate for each offer
p1_rate <- p1 / p0

# Sort the view rates in descending order
p1_rate <- p1_rate[order(p1_rate, decreasing = TRUE)]

# Create a bar plot
barplot(p1_rate, col = c('#011f4b', '#011f4b', '#011f4b', '#011f4b', '#03396c', '#03396c', '#005b96', '#005b96', '#005b96', '#b3cde0'),
        names.arg = names(p1_rate), 
        main = 'View Rate Percentage',
        xlab = 'Offers',
        ylab = 'Percentage',
        ylim = c(0, 1.2),
        yaxt = 'n')
axis(2, at = seq(0, 1.2, 0.2), labels = paste0(seq(0, 1.2, 0.2) * 100, '%'))

# Show the plot

Observations: The results are quite intriguing. When we look at the bar plot with 10 bars, each representing a different offer, we can see that these bars can be grouped into four distinct levels of height. These four levels correspond to four specific combinations of promotion channels. This alignment is also reflected in the colors used in the plot to represent each offer.

Group-1: (F D E B) email, mobile, social, web Group-2: (J C) email, mobile, social Group-3: (I A G) email, mobile, web Group-4: (H) email, web

Conclusions: The study draws attention to how different promotion channels differ in their efficacy: 1. Web-based offers (Group 1) have a little greater view rate than Group 2, but their overall contribution is minimal when compared to Group 2. 2. Group 2, which consists of advertisements on social media, is notable for having a much greater view rate. Offers from social media platforms significantly affect the view rate. 3. Group 3, which features promotions for mobile apps, likewise does well and has a higher view rate. 4. Group 4, which is dominated by email and has a little web component, lessens the impact of web-based offers. Email promotions have a significant and marginally better influence on view rates than mobile promotions, as evidenced by the fact that the majority of offers in Group 4 are viewed via email.

To sum up, the offer view rate was influenced by all promotion channels, however their relative importance differed. In terms of relevance, social media was the most influential, followed by websites, email, smartphones, and so on.

EDA for Portfolio

library(ggplot2)
library(dplyr)

# Count the occurrences of each channel
channel_counts <- df_offers %>%
  group_by(channels) %>%
  summarise(count = n())

ggplot(channel_counts, aes(x = channels, y = count)) +
  geom_bar(stat = "identity", fill = "#618264", color = "black", size = 0.2) +
  labs(x = "Channels", y = "Count", title = "Promotional Channels") +
  theme_minimal() 

OBSERVATIONS: Customers received offers via a combination of four different promotion channels: social media, email, mobile apps, and websites. The 10 offers use 4 different combinations of channels. Comparisons between offers using various channels can be used to determine the promotional impact of each channel. And from the above plot, it is clearly visible that combination of all the four channels leads.

#Correlation between rewards, difficulty and duration
correlation_matrix <- cor(df_offers[, c('reward', 'difficulty', 'duration')])
heatmap(correlation_matrix, main='Correlation between rewards, difficulty and duration',cexRow = 1,cexCol = 1)

INTERPRETATION

The above observations shows that the variables reward and difficulty , reward and duration had a positive correlation indicating that with increase in reward, duration and the difficulty will also increase.

Difficulty and reward also seems to have a positive correlation indicating that increase in difficulty tends to increase the reward.

#Offers based on difficulty and channels through which they are offered

custom_colors <- c("#BF8B67", "#632626", "#9D5353", "#D0B8A8")

ggplot(df_offers, aes(x = as.factor(difficulty), fill = channels)) +
  geom_bar(position = 'stack', color = 'black', size = 0.5) +
  scale_fill_manual(values = custom_colors) +  # Use custom colors
  labs(y = 'Number of Offers', x = 'Difficulty of Offers', 
       title = 'Offers based on difficulty and channels through which they are offered') +
  theme_minimal() +  
  theme(legend.position = "bottom")

colors <- c("#EFF6EE", "#273043", "#9197AE","darkgray")
pie(channel_counts$count, labels = channel_counts$channels, main='Distribution of Number of Channels per Offer', col=colors)
legend("bottomleft", legend=channel_counts$count, fill=colors, title="Occurance of Channels")

OBSERVATION: The above observation shows that the combination of 3 channels had the maximum count per offer.

colors <- c("#ad6a6c", "#d0ada7", "#e8d6cb")

# Count the frequency of each offer type
offer_counts <- table(final$offer_type)

ggplot(data = as.data.frame(offer_counts), aes(x = Var1, y = Freq)) +
  geom_bar(stat = "identity", fill = colors, color = "black") +
  labs(title = "Frequency of Each Offer Type",
       x = "Offer Type",
       y = "Count") +
  scale_fill_manual(values = colors)

OBSERVATION:

From the above observation BOGO and the discount offer type has the maximum count of nearly 66,000 and 62,000 respectively while the informational offer had the least count.

# Summarize the data to get counts
counts <- final %>%
  group_by(offer_type, event) %>%
  summarize(count = n())

## `summarise()` has grouped output by 'offer_type'. You can override using the
## `.groups` argument.

colors <- c("#34BE82", "#FF7F3F", "#1746A2")
# Create a stacked bar plot
ggplot(counts, aes(x = offer_type, y = count, fill = event)) +
  geom_bar(stat = "identity", position = "dodge") +
  labs(title = "Event Counts for Each Offer Type",
       x = "Offer Type",
       y = "Count") +
  scale_fill_manual(values = colors)  

INTERPRETATIONS:

1. BOGO offer appears to be especially successful in views and decent with the completions, indicating a strong level of customer interest.

2. On the other hand discount offer does attract better customers but slightly less than BOGO.

3. However informational offers did not result in any completion of the offer and also had only a notable views and receiving which is much less compared to both BOGO and discount.

To conclude, based on the completions, discount offer had an upper hand as it attracted many customers.

# Offer Preferences by Age Group
age_offer_counts <- final %>%
  group_by(age_group, offer_type) %>%
  summarize(count = n()) 

## `summarise()` has grouped output by 'age_group'. You can override using the
## `.groups` argument.

colors <- c("#ad6a6c", "#d0ada7", "#e8d6cb")
ggplot(age_offer_counts, aes(x = age_group, y = count, fill = offer_type)) +
  geom_bar(stat = 'identity', position = 'dodge') +
  labs(title = 'Offer Type Preferences by Age Group',
       x = 'Age Group',
       y = 'Count') +
  theme_minimal() +
    theme(axis.text.x = element_text(angle = 50, vjust = 1, hjust = 1)) +
    scale_fill_manual(values = colors)  

str(final)

## 'data.frame':    148805 obs. of  17 variables:
##  $ value_data      : chr  "0b1e1539f2cc45b7b9fa7c272da2e1d7" "0b1e1539f2cc45b7b9fa7c272da2e1d7" "0b1e1539f2cc45b7b9fa7c272da2e1d7" "0b1e1539f2cc45b7b9fa7c272da2e1d7" ...
##  $ customer_id     : chr  "9b4db663f6f74fcca53c50b9bbbdc115" "84a64f55640543db95c7f53a460fcb39" "2584539e0cdc4fb2b3e5f96a4926be39" "8f74115993464fdb90658daeef20a4d6" ...
##  $ event           : chr  "offer received" "offer received" "offer received" "offer viewed" ...
##  $ days_elapsed    : num  24 7 17 20.5 17.2 ...
##  $ hours_elapsed   : int  576 168 408 492 414 408 228 336 588 606 ...
##  $ value_key       : chr  "offer id" "offer id" "offer id" "offer id" ...
##  $ gender          : chr  "F" "F" "M" "F" ...
##  $ age             : int  75 76 19 71 57 48 65 62 64 67 ...
##  $ became_member_on: Date, format: "2018-07-09" "2017-12-24" ...
##  $ income          : num  93000 57000 67000 71000 40000 62000 116000 111000 72000 94000 ...
##  $ age_group       : Factor w/ 8 levels "18-25ys","26-35ys",..: 6 6 1 6 5 4 5 5 5 6 ...
##  $ reward          : int  5 5 5 5 5 5 5 5 5 5 ...
##  $ channels        : chr  "['web', 'email']" "['web', 'email']" "['web', 'email']" "['web', 'email']" ...
##  $ difficulty      : int  20 20 20 20 20 20 20 20 20 20 ...
##  $ duration        : int  10 10 10 10 10 10 10 10 10 10 ...
##  $ offer_type      : chr  "discount" "discount" "discount" "discount" ...
##  $ offer_alias     : chr  "H" "H" "H" "H" ...

head(final)

##                         value_data                      customer_id
## 1 0b1e1539f2cc45b7b9fa7c272da2e1d7 9b4db663f6f74fcca53c50b9bbbdc115
## 2 0b1e1539f2cc45b7b9fa7c272da2e1d7 84a64f55640543db95c7f53a460fcb39
## 3 0b1e1539f2cc45b7b9fa7c272da2e1d7 2584539e0cdc4fb2b3e5f96a4926be39
## 4 0b1e1539f2cc45b7b9fa7c272da2e1d7 8f74115993464fdb90658daeef20a4d6
## 5 0b1e1539f2cc45b7b9fa7c272da2e1d7 48f2a019ef4940b1863ca3d5967f2944
## 6 0b1e1539f2cc45b7b9fa7c272da2e1d7 422466659dc94890a4e044633de07d39
##             event days_elapsed hours_elapsed value_key gender age
## 1  offer received        24.00           576  offer id      F  75
## 2  offer received         7.00           168  offer id      F  76
## 3  offer received        17.00           408  offer id      M  19
## 4    offer viewed        20.50           492  offer id      F  71
## 5 offer completed        17.25           414  offer_id      F  57
## 6  offer received        17.00           408  offer id      M  48
##   became_member_on income age_group reward         channels difficulty duration
## 1       2018-07-09  93000   66-75ys      5 ['web', 'email']         20       10
## 2       2017-12-24  57000   66-75ys      5 ['web', 'email']         20       10
## 3       2017-05-07  67000   18-25ys      5 ['web', 'email']         20       10
## 4       2017-01-24  71000   66-75ys      5 ['web', 'email']         20       10
## 5       2016-08-13  40000   56-65ys      5 ['web', 'email']         20       10
## 6       2015-11-15  62000   46-55ys      5 ['web', 'email']         20       10
##   offer_type offer_alias
## 1   discount           H
## 2   discount           H
## 3   discount           H
## 4   discount           H
## 5   discount           H
## 6   discount           H

OBSERVATIONS: THis plot represent the distribution of offers (BOGO, discount, and informational) across different age groups. It is clearly visible that BOGO offers is the highest across all age groups, then the discounts and informational stands at the last. This plot gives an overview of how the offers are being distributed among various age groups.

#Offer Type Preferences by Gender
offer_counts <- table(final$gender, final$offer_type)
offer_counts_df <- as.data.frame(offer_counts)
colnames(offer_counts_df) <- c('gender', 'offer_type', 'count')  
 
# Plot using ggplot2
ggplot(offer_counts_df, aes(x = gender, y = count, fill = offer_type)) +
  geom_bar(stat = 'identity', position = 'dodge') +
  labs(title = 'Offer Type Preferences by Gender',
       x = 'Gender',
       y = 'Count') +
  theme_minimal() +scale_fill_manual(values = colors)

OBSERVATIONS: This indicates the engagement patterns with different offer types such as BOGO, Discount, and Informational offers for different gender categories(Female,male, other)

1)Men show more engagement than women and other gender categories in all the three offer types(BOGO, discount, informational).

2)Women show a huge count of involvement, but are slightly behind men with no much difference.

3. Other gender categories are nearly ignorable when compared to men and women.

# Filter data for each gender
final_male <- final %>% filter(gender == "M")
final_female <- final %>% filter(gender == "F")
final_other <- final %>% filter(gender == "O")
colors <- c("#34BE82", "#FF7F3F", "#1746A2")


#MALe
ggplot(final_male, aes(x = age_group, fill = event)) +
  geom_bar(position = 'dodge') +
  labs(title = 'Offer event type by Age Group - Male',
       x = 'Age Group',
       y = 'Count',
       fill = 'Event Type') +
  theme_minimal() +  scale_fill_manual(values = colors)+
  theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1))

#FEMALE
ggplot(final_female, aes(x = age_group, fill = event)) +
  geom_bar(position = 'dodge') +
  labs(title = 'Offer event type by Age Group - Female',
       x = 'Age Group',
       y = 'Count',
       fill = 'Event Type') +
  theme_minimal() +scale_fill_manual(values = colors)+
  theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1))

#OTHERS
ggplot(final_other, aes(x = age_group, fill = event)) +
  geom_bar(position = 'dodge') +
  labs(title = 'Offer event type by Age Group - Other',
       x = 'Age Group',
       y = 'Count',
       fill = 'Event Type') +
  theme_minimal() +scale_fill_manual(values = colors)+
  theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1))

ggplot(final, aes(x = age_group, fill = event)) +
  geom_bar(position = 'dodge') +
  labs(title = 'Offer Acceptance by Age Group',
       x = 'Age Group',
       y = 'Count',
       fill = 'Event Type') +
  theme_minimal() +
  theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust = 1))

HYPOTHESIS TESTING(CHI SQUARE)

contingency_table <- table(final$gender, final$age_group)
contingency_table

##    
##     18-25ys 26-35ys 36-45ys 46-55ys 56-65ys 66-75ys 76-85ys > 86ys
##   F    3196    4309    7232   14515   15637   10466    5496   2868
##   M    7581    8724   12793   17936   17650   11491    5042   1679
##   O     107     154     320     592     468     365     131     53

# Perform the chi-squared test
chi_squared_result <- chisq.test(contingency_table)

# View the result
print(chi_squared_result)

## 
##  Pearson's Chi-squared test
## 
## data:  contingency_table
## X-squared = 3304.6, df = 14, p-value < 2.2e-16

Null Hypothesis (H0): There is no association or relationship between the two categorical variables, “gender” and “age_group” In other words, they are independent of each other.

Alternative Hypothesis (H1): There is an association or relationship between the two categorical variables, “gender” and “age_group” They are not independent of each other.

P-Value: The p-value associated with the test statistic is less than 2.2e-16, which is essentially zero.

Given the extremely low p-value (essentially zero), we can conclude that there is a significant association or relationship between the two categorical variables tested in the chi-squared test (likely “gender” and “age_group”). In other words, we reject the null hypothesis (H0) that there is no association between these variables. Therefore, there is strong evidence to suggest that “gender” and “age_group” are not independent of each other, and there is a significant relationship between them.